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![]() This is followed by replacing the lowest scoring architectures in the candidate pool with the better, newer architectures. Next the new architectures are trained from scratch for a few epochs and their validation scores are obtained. At each step the architectures in the candidate pool are mutated (e.g.: 3x3 convolution instead of a 5x5 convolution). First a pool consisting of different candidate architectures along with their validation scores (fitness) is initialised. An Evolutionary Algorithm for Neural Architecture Search generally performs the following procedure. Evolution Īn alternative approach to NAS is based on evolutionary algorithms, which has been employed by several groups. On Penn Treebank, the ENAS design reached test perplexity of 55.8. On CIFAR-10, the ENAS design achieved a test error of 2.89%, comparable to NASNet. Multiple child models share parameters, ENAS requires fewer GPU-hours than other approaches and 1000-fold less than "standard" NAS. The model corresponding to the subgraph is trained to minimize a canonical cross entropy loss. The controller is trained with policy gradient to select a subgraph that maximizes the validation set's expected reward. In the so-called Efficient Neural Architecture Search (ENAS), a controller discovers architectures by learning to search for an optimal subgraph within a large graph. E.g., for object detection, the learned cells integrated with the Faster-RCNN framework improved performance by 4.0% on the COCO dataset. The image features learned from image classification can be transferred to other computer vision problems. The system continued to exceed the manually-designed alternative at varying computation levels. This exceeded the best human-invented architectures at a cost of 9 billion fewer FLOPS-a reduction of 28%. The approach yielded accuracy of 82.7% top-1 and 96.2% top-5. In the studied example, the best convolutional layer (or "cell") was designed for the CIFAR-10 dataset and then applied to the ImageNet dataset by stacking copies of this cell, each with its own parameters. The learned aspect of the design included elements such as which lower layer(s) each higher layer took as input, the transformations applied at that layer and to merge multiple outputs at each layer. For the reduction cell, the initial operation applied to the cell's inputs uses a stride of two (to reduce the height and width). The design was constrained to use two types of convolutional cells to return feature maps that serve two main functions when convoluting an input feature map: normal cells that return maps of the same extent (height and width) and reduction cells in which the returned feature map height and width is reduced by a factor of two. NASNet addressed this issue by transferring a building block designed for a small dataset to a larger dataset. Learning a model architecture directly on a large dataset can be a lengthy process. On the PTB character language modeling task it achieved bits per character of 1.214. On the Penn Treebank dataset, that model composed a recurrent cell that outperforms LSTM, reaching a test set perplexity of 62.4, or 3.6 perplexity better than the prior leading system. Barret Zoph and Quoc Viet Le applied NAS with RL targeting the CIFAR-10 dataset and achieved a network architecture that rivals the best manually-designed architecture for accuracy, with an error rate of 3.65, 0.09 percent better and 1.05x faster than a related hand-designed model. Reinforcement learning (RL) can underpin a NAS search strategy. NAS is closely related to hyperparameter optimization and meta-learning and is a subfield of automated machine learning (AutoML). The performance estimation strategy evaluates the performance of a possible ANN from its design (without constructing and training it).The search strategy defines the approach used to explore the search space.The search space defines the type(s) of ANN that can be designed and optimized.Methods for NAS can be categorized according to the search space, search strategy and performance estimation strategy used: NAS has been used to design networks that are on par or outperform hand-designed architectures. Neural architecture search ( NAS) is a technique for automating the design of artificial neural networks (ANN), a widely used model in the field of machine learning. ![]() Account Debit Credit Petty Cash $ 1,000 Cash at Bank $ 1,000 Replenishmentĭuring the month, the cashier summary the report, and the total expense is $ 800 and the remaining balance $ 200. Company transfer cash from bank account to petty cash balance. Journal Entry: The company make journal entry by debiting petty cash and crediting cash at bank. In order to gain deep understand, please refer to the Petty Cash Book Example below: Set Up Petty Cashįor example, the company has decided to set the petty cash float of $ 1,000 and this cash is withdrawn from bank account on 01 Jan 202X. Petty Cash Book Example: Accounting Record for Petty Cash transaction This system will only allow the petty cash amount within the float amount. The replenished form should attach with the supporting documents as the top management did not approve of the individual transaction, so he needs to approve the total amount. The cashier can only spend what they have (float amount) and will claim what they already spend. At the month-end, the balance must be replenished back to the float limit. The petty cash start at any fixed balance at the beginning of the month, and it will reduce over time due to expense. Imprest system is the form of a financial accounting system which commonly use to control petty cash. And other small and urgent payments Imprest system on Petty Cash.Not all transactions are suitable with petty cash, the company should strictly allow the settlement with petty cash as follows: What kinds of transactions are suitable with petty cash? However, the amount must be within their level of approval. Accountants need to use petty cash as the suppliers do not allow to purchase on credit. The petty cash helps accountants to process some small and routine payment without authorization from top management. ![]() It is usually the cash balance that company use for expenses which require immediate payments. It is recorded in a separated chart account which enables to reconcile daily between accounting record and logbook. ![]() Petty Cash book is the book which records small cash payment and receipt during daily business operation. I own the 77" type and Ive loaded my (previous) streetbike into a 42" bed with it and no scrapes, Id think it would do a dirtbike more then easy for another 4-6" up. Extra-wide aluminum ramps let you load and unload an ATV, UTV, lawn mower, or other wheeled item into or out of your trailer. Both ramps are made by Dee-Zee and are capable of 500+ lbs. Shop for Arched Aluminum Folding Ramp at great prices at Suzuki Parts Monster. Titan Ramps 8 Arched ATV Loading Ramps. Lightweight aluminum design with serrated rung traction. Kojem Aluminum Loading Trailer Ramps for Truck Car Auto ATV. Weight capacity each ramp measures 9 L x 11.25' W with plate lip support. They have a prett lienient return policy if you discover either of the (sub 80$) ramps dont work for ya. Key Features: Arched design provides maximum clearance when loading ATVs into your truck or trailer two safety straps included. Related Sidenote: not that I condone or advise the behaivior - but my local Sams Club has (2) flavors of loading ramps, one is 77" (single rail arched style) and the other is an 84" platform type (similar to a 3 panel straight Oxlite). Set your alarm to 5:30 and immediately run outside and practice-load the thing, if you can do it hungover/half-wasted and asleep - it probably wont be much harder after a good day of riding. Just remember when you find a ramp you think you like and finally buy one, to go out and get well lit the following night and go to bed at ~4am. Some people prefer ramps, some prefer step stools/crates, some buy 2wd trucks and still try to offer advice :idunno: - I've found crates or the 2 step rubbermaid stepstools to be more useful then a second ramp. The trick is getting yourself up to the deck at the same time to prevent awkwardness of a heavy XR tumbling around on you. ![]() As a pair the YUTRAX 90' Arched Ramps feature a 1,500 lb. One of the 77" folders (with a milkcrate) should be fine unless you are planning on beating the hell out of yourself to the point of exhaustion - then go with an 8'. The YUTRAX 90' Arched Ramps feature an arched design that prevents bottoming out when loading low clearance recreational equipment, such as lawn mowers and golf carts. If I was guessing Id say previous deck height was about 38-39", and if its a true +6 (Ill spare the math here), but id add between 2' for length if you were doing a streetbike up it, but if its a dirtbike - 4ft (total length) should be fine at speed. ![]() When volatility increases and the Bollinger Bands expand until they are outside of the Keltner Channels, the squeeze has “fired” and the squeeze dots will be green. While volatility levels are low, the squeeze dots will be red. The Squeeze dots signal when volatility conditions are right to buy the momentum histogram indicates the direction (long or short) in which to trade. The Squeeze Momentum PRO has both volatility and momentum components. This histogram oscillates around the zero line increasing momentum above the zero line indicates an opportunity to purchase long, while momentum falling below the zero line can indicate a shorting opportunity. The Squeeze Momentum PRO also uses a momentum oscillator to show the expected direction of the move when the squeeze fires. The on/off state of the squeeze is shown with small dots on the zero line of the indicator: red dots indicate the squeeze is on, and green dots indicate the squeeze is off. When the Bollinger Bands expand and move back outside of the Keltner Channel, the squeeze is said to have “fired”: volatility increases and prices are likely to break out of that tight trading range in one direction or the other. If the Bollinger Bands are completely enclosed within the Keltner Channels, that indicates a period of very low volatility. The volatility component of the Squeeze Momentum PRO measures price compression using Bollinger Bands and Keltner Channels. Squeeze Momentum PRO is based on TTM Squeeze that is a volatility and momentum indicator introduced by John Carter of Trade the Markets (now Simpler Trading), which capitalizes on the tendency for price to break out strongly after consolidating in a tight trading range. OVERVIEW – Squeeze Momentum PRO for Ninjatrader 8 Gap% - Filter based on overnight gaps by percentage.Video Demonstration of Squeeze Momentum PRO.ATR% - Filter based on average true range %.Avg Volume - Adjust min-max value for 30-day avg volume.Float - Adjust min-max value for desired float.Available Indicators - 52wk high/low, Count (number of highs or lows achieved for the day), Social Trend Indicator, Option-able Indicator, and Recent News Indicator.Up to 500 symbols can be added to build the alternate stream. Streams can be filtered, CSV-based, or Popular Stocks. Primary & Secondary Streams - MOMO includes ability to have multiple Streams and color code for quick identification.From receipt of the data to display on device occurs in under 150ms, which meets or exceeds most broker-based trading platforms. Performance & Latency - The MOMO Stream provides realtime data with nominal delay.10 and Near 1% Modes show prints based on respective setting. A new HOD or LOD is initiated based on prior day close and new prints are shown based on last trade. Parsing Logic - Stocks are streamed based on intraday higher highs or lower lows beginning at pre-market open.Scanning Overview - Streams US Stocks listed on Nasdaq and NYSE and represent over 10,000 equities, ETFs, ETNs, and warrants.Webhook API - Need more flexibility? MOMO Pro+ includes Webhooks for sharing alerts via SMS, Zapier or custom needs.Conditional Alert - Define criteria, ranges, and rate of change across all avaialable platform criteria to get resulting symbols meeting criteria as it happens.Unlike other stock alerts apps simply enable to get notifications on market-wide stock halt or resume events. ![]() ![]() Halt Alert - Set for notifications on any stock that is halted.Also useful for finding surging breakouts. VWAP Delta % Alert - If trying to time entering or exiting positions, VWAP Delta helps you stay alerted to when a stock has overextended its movement.Our unusual volume is based on 15min snapshot activity based on time of day and compared versus prior 30-day activity to provide meaningful insight. Unusual Volume Alert - Also called relative volume, can help show pending movements prior to moves.As with all MOMO alerts they are initiated at pre-market open. Price % Change Alert - Set alerts to track percent change.Add AMZN as high/low alert with sensitivity setting of 10 and you will be notified for every $10 “higher-high” or “lower-low”. High/Low of Day Alert - Setting a high/low alert notifies you of material moves based on your sensitivity setting. ![]() We are so excited to see what is ahead for us on this adventure together! We spend a lot of time having bonfires and celebrations with our friends and family. Tyler and I are now starting our new life in the cutest, old, cottage-style home. What’s next for you as a couple? What memories are you looking forward to making together? Since the wedding, I graduated from college and we moved back to my hometown. If you are comfortable responding, what range did your wedding budget fall into? $50,000-$75,000 We took the time to talk and pray together about the future, and continuously asked happy couples in our lives for advice. Tyler and I also participated in marriage counseling leading up to the wedding. Tyler and I took time to sit and talk with our parents about the keys to having a lasting, successful, and blissful marriage. How did you plan for your marriage while planning your wedding? We are both so fortunate to have parents who are still married. Following the wedding, he turned the log into a bench for us to put into our home. My papaw cut down the log from his yard and gave it to me. For the guest log, we had everyone sign an actual wooden log. My papaw offered to build us exactly what we wanted, and it was so perfect! We are planning to put the arch in the backyard of our new home. Our favorite detail of the wedding was: Two of the most special pieces of our wedding were the arch and the guest “log.” Tyler was so insistent on having a “power arch” (as he called it), and we were having zero luck. How many friends, family members, and loved ones attended your wedding? 325 When did y’all get married? December 19, 2015 He asked me to be his girlfriend on October 19 and then proposed exactly a year later. We ended up hanging out every single day for the next few months. The next morning, I woke up to a text from him asking when he could see me again. We ended up talking for the rest of the evening and exchanged numbers before we left. We basically maintained eye contact for the next ten minutes, until I realized he was shy and I was going to have to make the first move, so I walked over to him and introduced myself. It was one of those moments when reality actually felt like a movie (Tyler even says that the second he saw me, he knew that I was going to be his girl). I was sitting on a couch with a friend in the living room when Tyler walked through the front door and we instantly locked eyes. It was the first weekend back at school and some friends invited me over to their house. How did y’all meet? Tell us your love story. I already knew that Tyler was the one, but when he proposed, I was so surprised that I didn’t answer and simply stared at him! The announcer reminded me to think long and hard about the decision, and I finally said yes! Tyler then got down on his knee and asked me to marry him. There was a note written by me when I was little about how I had had the best time at the fall festival. The announcer started talking to us, and then, he asked us to look up on the screen. ![]() Tyler and I (just so happened…) to have seats next to the aisle and in the front. In between concerts, an announcer came off the stage and started talking to different people in the audience. I was very concerned that Tyler was sick or something because his hands were extremely sweaty, which quickly became a funny joke to all of those in the know! Once at the festival, I was so excited by all the booths, crafts, and food that it was nearly impossible to get me to go to our seats for the afternoon concert. ![]() ![]() Both families and some friends all piled into the car and went to church together before heading to the festival. Tyler’s parents and my grandmother had come into town for the big event. Finally, it was the day of the proposal and everything was in place. Knowing how much I love going to the concerts at the festival, Tyler came up with a plan to propose there. Tell us all about the proposal! I grew up in Maryville and one of my favorite things about my hometown is the Foothills Fall Festival. ![]()
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From the moment you step into places like Sage & Willow, with its trinkets that exude Southern charm and chic, to the sprawling aisles of The Open Market where vintage gems and rustic decor pieces beckon those with a keen eye for beauty and history, it’s an adventure - a shopping journey where each store a doorway to the heart and soul of this charming Southern town.Ĭandle Nutt Fragrance Shoppe:Absolute heaven for anyone who's all about that cozy spring vibe with handmade scented candles, those oh-so-lush lotions and soaps, plus jewelry and home decor that seriously make a statement. Wander from shop to shop, each with its own personality and treasures waiting to be discovered. You'll love shopping in Corinth! 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