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In regards to GPUs, VRAM is the most important resource for creating artwork or doing any sort of machine learning research. ![]() Running the code yourself also lets you fine tune all the individual parameters to your liking.ĬPUs are extremely slow at performing the mathematical calculation required for neural networks and thus are not recommended. ![]() Serious neural network artists tend to use their own computers and/or cloud services if they don't have a good enough GPU. Online services have sprung up which try to make the process easier, but these services often place strict limitations on the parameters which you can use. While some may make the technology look extremely easy to use, it is still highly experimental and often not very user friendly. They are trained by slowly adding noise to inputs, after which they attempt to recreate those inputs. What Are Diffusion Models?ĭiffusion models are a type of probabilistic generative model that has in recent times surpassed GANs in generating novel image renderings. Combined with instability during training and the added complexity of having two neural networks in competition with each other, the difficulty of using GANs has prevented them from dominating the competition. GANs can be used to create anything from photo-realistic images to artwork, and everything in between.ĭue to the duality of the generator versus discriminator setup, GANs often need more computing power to both train and use effectively. Over the course of training, the discriminator gets better at detecting fake images while the generator gets better at creating images that fool the discriminator. ![]() Normally GANs are made up of a generator that creates images and a discriminator, which tries to tell the different between training images and images from the generator network. Generative adversarial networks (GANs) are a system of neural networks that compete against each other. Synonyms for artistic style transfer include: "deep style" and just simply "style transfer". Since then subsequent research has greatly expanded and improved our knowledge of artistic style transfer. The idea originates from a research paper titled A Neural Algorithm of Artistic Style, which was published in August of 2015. Specifically, CNNs using a Visual Geometry Group (VGG) architecture have been found to work the best for artistic style transfer. What Is Artistic Style Transfer?Īrtistic style transfer utilizes convolutional neural networks (CNNs) to recreate an input image (content image) in the style of one or more style inputs (style images). In machine learning, DeepDream can be used to both examine a trained neural network model and to speed up the training of a neural network model. This creates a hallucinogenic type effect which resembles dream-like hallucinations, which sometimes resemble the effects of hallucinogenic drugs. What is DeepDream?ĭeepDream uses a sort of algorithmic pareidolia to see and then enhance patterns in an image. As the largest online AI art community, we routinely push the bounds of technology in the pursuit of better-looking artwork. We here at /r/DeepDream mainly focus on applications of deep learning which itself is a sub field of machine learning. Advances in the machine learning sub field of artificial intelligence brought on by the information age have made it possible for machines to create art that rivals that of what a human being can do. 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Mock ACT proctoring video on YouTube to use with any practice testĮrica Meltzer and PrepScholar provides a helpful list of grammar rules Upcoming Test Dates Reading and English books from Erica Meltzerįor The Love of ACT Science (FTLOAS) By Michael CerroĪCT Black Book for strategy and conceptual ways to approach test, but no practice questions ![]() The Official ACT Prep Book, which includes 5 practice tests Uworld has a large question bank with explanations, highly recommended for all sections Free ResourcesĬrackACT provides real past ACT tests but with no explanations Big prep companies like Kaplan and the Princeton Review are not highly suggested. NOTE: The following resources are the most commonly recommended resources for ACT prep on this subreddit. PLEASE READ THE r/ACT WIKI it has FAQ, study advice, and general information PLEASE READ THE WIKI: it has FAQ, study advice, and general information. Do not solicit information on how to do such things yourself. ![]() No link, self-post, or comment may offer services for compensation.ĭo not encourage or inform people as to how to cheat or otherwise do unethical things. Please see the wiki for curve predictions. No sharing unreleased tests or copyrighted material. This rule is strictly enforced, and permanent bans will be issued to both sharers and requesters. No Google Docs sheets to discuss test answers. No titles that are just one word or in all caps. "How do you get a 36?", "ACT Math", and "Please help" are not good post titles. If you are asking a question, you should be specific. Your title should be descriptive, informative, and on-topic. Posts with questions that are easily answered by the FAQ or Google may be removed. Follow the reddiquette and rules of reddit. ![]() ![]() Therefore, thickener type, concentration and thickener particle dimensions appear to have a strong influence on film formation and consequently affect friction by determining the lubrication regime. For example, certain types of thickeners have been reported to be able to adhere on the surface and form a thin residual layer of deposited thickener particles, while other studies suggest that, during the lubrication process, grease is mechanically degraded and transforms into a Newtonian suspension of thickener particles in oil, with a higher viscosity than that of the base oil alone. This is particularly true for grease friction which is the subject of significantly fewer studies than grease film thickness.Įxisting grease studies utilising standard laboratory single-contact tests strongly suggest that grease thickener properties have a significant influence on grease friction. ![]() Although a number of different mechanisms have been proposed specifically for rolling bearings, a comprehensive, universally accepted theory does not yet exist. However, largely owing to the complex composition of greases, the equivalent mechanisms for greases are still relatively unclear. The mechanisms of lubricant film formation, and to a lesser extent friction, in these EHL contacts are relatively well known for oils. Such concentrated contacts operate in the elastohydrodynamic lubrication (EHL) regime. The primary role of grease in a rolling bearing is to lubricate the highly stressed, concentrated contacts at the interface between the rolling elements and the raceways of the bearing, where a large contribution to the overall friction is generated. Using a suitable ‘low-friction’ grease represents one of the most versatile ways of reducing frictional losses in a rolling bearing. ![]() As a result, the cumulative impact of bearing frictional losses on the energy efficiency and sustainability of mechanical systems is significant. It is reported that over 50 billion bearings are operating in the world at any time. ![]() Rolling bearings are ubiquitous machine elements used in almost all engineering systems, and across many different sectors of industry and transportation. Indeed, this is by far the most common application of lubricating greases, with more than 90% of rolling bearings employing grease as the lubricant. These properties make grease particularly suitable for application in rolling bearings. This composition provides grease with some inherent benefits over lubricating oils including a certain rigidity, which allows grease to stay in place without leaking, as well as sealing abilities. Grease is a multi-phase lubricant consisting of two main components: a fluid, which is typically a lubricating oil, and a solid ‘thickener,’ usually a metal soap. The results provide new insight into the frictional behaviour of greases, which may be used to help inform new low-friction grease formulations for rolling bearing applications. Addition of oleic acid to the test greases did not significantly affect friction within the range of test conditions employed in this study. PAO-based greases generally produced lower friction than mineral- and ester-based greases. For a given base oil viscosity, base oil type was found to have a strong influence on grease friction under all test conditions. For a specific oil type, the influence of base oil viscosity on friction was found to be closely related to its effect on film thickness: greases formulated with PAO oils covering a wide range of viscosities gave very similar friction at the same nominal film thickness. Friction coefficient and film thickness were measured in laboratory ball-on-disc tribometers over a range of speeds and temperatures. In addition, selected greases were blended with oleic acid, with the purpose of evaluating its effectiveness in further reducing grease friction. A series of model lithium greases were manufactured by systematically varying viscosity and type of base oil, so that the influence of a single base oil property could be studied in isolation. ![]() This study investigates the influence of base oil type and viscosity on the frictional behaviour of lithium-thickened bearing greases. ![]() ![]() ![]() Maron, on the other hand, is confused and does not know what "love" means because her parents abandoned her when she was around ten years old when they were having problems getting along, so no one taught her. Later he falls in love truthfully after realising that Maron is worth the effort, even if she does "hate" him. Chiaki at first "fakes" falling in love to get closer to Maron, knowing Maron is Jeanne. Maron's best friend is Miyako, the daughter of a police detective in charge of Jeanne's case.Īs the series progresses, Maron and Miyako fall in love with new classmate Chiaki, who wants to stop Maron collecting the chess pieces, for he knew that Finn Fish is the Fallen Angel, but apparently in the form of normal angel. ![]() ![]() When Maron seals a Demon, the artwork disappears, and to the outside world it is as if she has stolen it, and she becomes a phantom thief. With Finn's assistance, Maron transforms into the reincarnation of Joan of Arc in order to hunt Demons hidden within works of art. To block Him, The Devil had sent out agents to gather His power, which is the beauty in human hearts, in the form of chess pieces. God's power is scattered across the Earth, and if He does not gather enough by the turn of the millennium, He will die. The manga was reissued by Shueisha in 2007, with all chapters fitting into only 6 volumes, instead of the original 7 all volumes had new covers.ġ6-year-old high-school gymnast Maron Kusakabe is visited by the angel Finn Fish, who gives her a task. The series was adapted by Toei Animation as a 44-episode anime television series that was broadcast on TV Asahi from February 1999 to January 2000. It was formerly licensed for English-language publication by CMX Manga and is now licensed by Viz Media. The individual chapters were collected and published in seven tankōbon volumes. The manga was published by Shueisha in Ribon between February 1998 and July 2000. The story is about the adventures of a high school girl, Maron Kusakabe, who is the reincarnation of Joan of Arc (Jeanne d'Arc) and transforms into a phantom thief magical girl to collect the scattered pieces of God's power, which are also coveted by demons hiding in beautiful art works. "Divine Wind Phantom Thief Jeanne") is a magical girl shōjo manga series written and illustrated by Arina Tanemura. Phantom Thief Jeanne ( Japanese: 神風怪盗ジャンヌ, Hepburn: Kamikaze Kaitō Jannu, lit. ![]() ![]() ![]() ![]() It’s this unprecedented level of security and control that makes Managed Services the key enterprise corporations will use to open the door to AWS.” ![]() “(AWS Managed Services create) a comprehensive log trail sufficient to satisfy even the toughest auditors. “It locks down the environment to a level simply not possible otherwise, guaranteeing that all changes and deployments are performed through a dedicated change management API,” explains Euan Reid from CloudReach, which is one of the partners that will help AWS deliver this service. 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