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(By the way, if you are wondering why I don’t just use the built-in LSTM, it is because I actually want to use a somewhat different architecture that is not supported as a built-in.) In the second implementation, I use streams via my StreamSpreader class. This is what is like pytorch does when not using cudnn, I believe. In the first, I do separate matrix multiplies of the hidden state and the input and add the results. ![]() I tried three implementations of an LSTM. One question I have is: if this implementation doesn’t work because pytorch will wait for each operation to complete before launching the next, is it at least possible to make a working StreamSpreader class with the same API? What I tried doing was making a simple class to run code in parallel on different streams, like so: class StreamSpreader(): If I am right that pytorch waits, that explains why my naive attempt to use streams below fails to improve performance. And I would think that if pytorch just did an asynchronous kernel launch and immediately returned it would be faster. While seeing such numbers is good for helping me to see where bottlenecks are, it seems to imply that pytorch is waiting for computations to finish after each line (and not just when, say, I try to print out the result of a computation). I have tried line profiling code using the python line profiler ( ), and it seems like the numbers I get for how much time is spent on each line roughly correspond to how long I would expect the corresponding computation to take on the GPU (but, as noted below, simple operations are not as much faster than complex ones as I might expect, and a further caveat is that the line profiler doesn’t provide any kind of variance estimate). (It is hard to understand where the bottlenecks are, but one tipoff is that nvidia-smi reports sm usage of only around 33%.)Ī prior confusion that I have about pytorch before even getting to the topic of streams is about when pytorch is waiting for kernels to finish running. I believe that currently my model is getting much less out of the GPU than it could. Here is my code to measure time in GPU and CPU.I am also trying to understand how to use streams. So, can you suggest if I’m missing sth here. And it increases more times when the size of matrix increased. ![]() I see that the time computed by GPU is larger than by CPU. ![]() In other case, still use 4 threads, assign tile_width = 10, then the result goes wrong.īesides, I also have some related questions, please help to clarify.Ģ) How the structure of grid and block affect the performance of program? How to choose the best structure of grid and block to have highest effect?ģ) I have tried with some data samples (by increase significantly the size of matrix) the compare the time calculate by GPU and CPU. If I use 4 threads (BWIDTH=2), then each thread computes a matrix 8x8 (tile_width = 8). For example, I have matrices A and B are 16x16. Of course, in all cases we can use one thread to compute all elements like CPU does. So, how to handle in cases MWIDTH/(MTILE*BWIDTH) in not an integer? So, I have to define (grid, block) structure to fit with the data. I have applied the suggested code and see that in this problem, it works correctly in case the size of data area (tile_width) covered by one thread must be equal between threads. Void cpu_matrixMul(int *a, int *b, int *c, int N) 1 Thread compute multiple elements of matrix product. In this program, I want to calculate multiple elements of a matrix by using If you’re still having trouble, make sure you are using proper cuda error checking (hint: google “proper cuda error checking”) and if you still want help please post a complete code, that someone else could copy, paste and compile, without having to add anything or change anything. Since I don’t see how you could have compiled this code you have shown.Īnyway, with the above changes, I was able to compute a sensible result in a piece of test code. “I have compiled but it gets wrong result.” ![]() Nevertheless I’m confused by this statement: Probably you meant something like this: c = sum So I don’t see how you could actually be running this code. Int start_col = (blockDim.x*blockIdx.x + threadIdx.x)*tile_width Īlso, this line in your kernel doesn’t make sense: d_p = P_val ĭ_p and P_val aren’t defined anywhere in your kernel. I think they should be like this: int start_row = (blockDim.y*blockIdx.y + threadIdx.y)*tile_width Int start_col = blockDim.x*blockIdx.x + threadIdx.x*tile_width If each thread in your 2D thread array is responsible for a tile_width*tile_width portion of the matrix, then I don’t think these calculations are correct: int start_row = blockDim.y*blockIdx.y + threadIdx.y*tile_width It would help if you show a complete code. ![]() Therefore, the proposed haptic stylus can create varied haptic sensations.ĭespite the drive to digitise learning, paper still holds a prominent role within educational settings. Under maximum input voltage, the stylus generates a wide range of resistive force from 2.33 N to 27.47 N, whereas under maximum pressed depth it varied from 1.08 N to 27.47 N with a corresponding change in voltage input from 0 V to 3.3 V. A universal testing machine was constructed to evaluate haptic performance of the proposed haptic stylus, whose resistive force was measured with the constructed setup as a function of pressed depth and input current, and by varying the pressed depth and pressing speed. The designed stylus has a force generation, force transmission, and housing part moreover, in the stylus, all three operating modes of MR fluids contribute to the haptic actuation to produce a wide range of resistive force generated by MR fluids in a limited size, thereby providing a variety of pressing sensations to users. Therefore, this paper presents a miniature tunable haptic stylus based on magnetorheological (MR) fluids to provide kinesthetic information to users. In mobile devices, the screen size limits conveyance of immersive experiences haptic feedback coupled with visual feedback is expected to have a better effect to maximize the level of immersion. ![]() We conducted an experiment that confirmed the efficacy of our design in helping users discover a new interface and identify and correct their er- rors. Using this matrix, we implemented a multimodal pen prototype demonstrating the potential of our approach. Using three modalities (visual, tactile, and auditory) which can be eas- ily implemented on a pen-sized computer, we introduce a conceptual matrix to guide systematic research on pen-top feedback for paper-based interfaces. We identify three levels of feed- back: discovery feedback (e.g., to aid with menu learning), status-indication feedback (e.g., for error detection), and task feedback (e.g., to aid in a search task). So far, there has been little systematic explora- tion of the structure, constraints, and contingencies of feed- back-mechanisms in paper-based interaction systems for paper-only environments. Current paper-based interfaces such as PapierCraft, provide very little feedback and this limits the scope of possible interactions. Your AC’s ductwork is responsible for delivering cold air to the rest of your house. A corrosion buildup due to lack of AC maintenance can also cause this issue.Ĭontact an HVAC expert to refill the refrigerant the levels should match exactly with the levels specified by your AC’s manufacturer. The cracks and holes in your AC coil can cause leakage. Leakage is mostly responsible for low levels of refrigerant in your air conditioner. You will notice low or no air blowing from vents in the house and reduced cooling when there is a shortage of refrigerants. The refrigerant in your HVAC is in charge of providing cool air, and if its levels are down, it won’t do its job well. It would be best to commit to a regular cleaning routine to avoid this problem in the future. Your system can also overheat due to weak airflow. It will have to work harder to disperse the heat and impact your air conditioner’s airflow. Leaves are debris that can easily get stuck in your air conditioner’s outdoor unit, especially if you use shrubs or other plants to hide or cover it up. Accumulation of Debris in the Outdoor Unit If you notice these signs, go for a professional evaluation to determine the right size of air conditioner for your home. Similarly, an undersized HVAC unit has to work harder to cool down your home, which can cause overheating of its components, especially the capacitor. These increase wear and tear, and your AC won’t be able to provide sufficient airflow. Moreover, it never runs long enough to remove excess moisture from your home. If you bought an oversized air conditioner, thinking that a bigger unit would provide more efficient cooling, well, that is not how it works.Ī unit that is larger than required short cycles, meaning that it turns on and off frequently. You can use a smart thermostat or a smart AC controller if you have mini-split, window, or portable AC units to monitor your air filter cleanliness level. Keeping a check on air filters can be a hassle, and that is where smart climate control devices come to play. Ideally, you should clean your filters after around 250 hours of use and change at least once every 3-4 months or more than that if you live in a humid climate or a highly polluted area. To solve this HVAC airflow issue, you need to change the air filters. Clogged filters can even stop your AC from working altogether if you go too long without maintenance. If they are filled with debris, they can block the airflow, resulting in weak airflow or hot & cold spots in your home. In order to function optimally, they need to be cleaned monthly, depending on your usage. They filter out the mold, pollen, dust, pet dander, and outdoor pollutants. The air filters are responsible for keeping the air clean in your home. If you have ignored your AC maintenance for quite a while, clogged air filters can be the culprit of your HVAC airflow problem. Let’s explore some of the common reasons for HVAC airflow problems and how to prevent or fix them. 12 Causes of HVAC Airflow Problems & Their Solutions When an AC unit starts blowing warm air while it’s above 100F outside, you are dealing with a poor HVAC airflow issue that needs to be fixed immediately to avoid further damage. 4. Your Air Conditioning Unit is Blowing Warm Air If you are experiencing air drafts in your home, which are noticeable if the doors start rattling or shutting on their own, you might be dealing with unequal pressure created by poor airflow. ![]() So, you put your hand under the vents but feel little to no air blowing out. You have set your unit in the lowest setting, but your room remains hot, and you barely feel any air circulation. ![]() To help you effectively deal with HVAC airflow issues before they get worse, we have prepared this guide covering: In some cases, you might even have to replace it. If airflow issues go untreated, they can result in air conditioner problems such as compressor failure, which is quite expensive to repair. Some are easy to fix, while others require professional help. Weak HVAC airflow is one of the most annoying problems, not only because it’s uncomfortable but also because you cannot pinpoint the exact cause.įrom dirty air filters to leaking ducts, there are many reasons for your air conditioner airflow to be weak. Well, your unit might be dealing with airflow issues. Perhaps the air is warm when it should be cool, and you notice air drafts in your home. Have you been noticing that some rooms in your house are warmer or colder than others? You change your AC settings but still feel no difference? You put your hands in front of the vents and feel that your air conditioner airflow is weak and almost non-existent. ![]() Wait until the operation completes, then quit DU and return to the installer. If no errors are reported click on the Repair Permissions button. ![]() If DU reports any errors that have been fixed, then re-run Repair Disk until no errors are reported. (SMART status is not reported on external Firewire or USB drives.) If the drive is "Verified" then select your OS X volume from the list on the left (sub-entry below the drive entry,) click on the First Aid tab, then click on the Repair Disk button. If it does not say "Verified" then the hard drive is failing or failed. In the DU status area you will see an entry for the S.M.A.R.T. When the menu bar appears select Disk Utility from the Installer menu (Utilities menu for Tiger.) After DU loads select your hard drive entry (mfgr.'s ID and drive size) from the the left side list. After the installer loads select your language and click on the Continue button. Are they too full? Can I correct this? Did I download the wrong software? Any ideas? Both drives are initialized in the extended mode.įirst, did you download the 10.3.9 Combo Updater? Second, try this:īoot from your OS X Installer disc. The question: How can I find out why they don't meet or what their volume requirements are. The primary Mac HD drive, a 40 GB with 17.3 GB available and a secondary drive, 30GB with 11.5 GB available. It pictured both my hard drives with a superimposed on them. ![]() Does not meet requirements for this update." Then I downloaded the OS 10.3.9 update and went through the install procedure and the compatibility check window popped up and said: The install went well except the dual-monitor video board (ATI Radeon) only works in OS 9.2 but not in OS 10.3. (The long delay is because Epson won't supply an OSX printer driver for my 5000 Pro) This is a workhorse of a Mac. I decided, finally, to upgrade my Mac G4, dual 500 MHz tower from OS 9.2 to OS 10.3 with store-bought Black install discs. ![]() Things are tense in the city of Aberrang, and one misstep can plunge everything into chaos. Half the characters we’ve spent the past two games with are now trapped in a city of death and destruction, with the endless horde of Dredge clawing at the gates and walls around them. Whereas you felt the consequences of your choices further down the long, winding road in previous Banner Saga chapters, your choices in The Banner Saga 3 have instant ramifications. Speaking of decisions, they’re even more defining than your choices in the previous Banner Saga games. You’re not always forced into combat in The Banner Saga 3 rather your decisions often determine whether or not you can avoid a bloodthirsty battle by appeasing an unruly crowd with words alone. When an enemy hits home on a character, you feel it as your poor warrior staggers and stumbles around, struggling to stand upright and gripping onto their spear or staff for support. Your selection of warriors is always outmatched by men or monsters and the turn-based battles feel largely hopeless. When the combat gets going in The Banner Saga 3, it’s ruthless. ![]() Between the conversations, there’s turn-based combat to be had-sometimes as a direct consequence of your choices-woven in between the story segments, as your characters move strategically across the battlefield, employing weapons and magic to hack away at their enemies turn after turn. To describe The Banner Saga series as a ‘Viking conversation simulator’ would be selling it short, but conversations and crucial decisions form the main crux of the game. Picking up from the cliffhanger that The Banner Saga 2 ended on, the final chapter of the series is “The beginning of the end,” as the poet Aleo puts it. MacReady’s line of “Nobody trusts anybody now, and we’re all very tired” in The Thing rings true for the characters of The Banner Saga 3, and it can all become a bit much when the hundredth character challenges one of your decisions that’ll have drastic consequences for the rest of the game. There’s nothing wrong with having everyone hate each other-you can’t really expect everyone to be overjoyed when reality itself is crumbling around them-but there has to be some give to this. Nowhere is this more evident than The Banner Saga 3, where everyone’s really tired and, for the most part, really pissed off. The number of weary, miserable faces ready to stick a dagger in your back has only increased as the series rolled on, dwarfing the number of characters you could count on as genuine friends. The Banner Saga was never about happiness or making friends along the way-it was about survival, at all costs. Some content, such as this article, has been migrated to VG247 for posterity after USgamer's closure - but it has not been edited or further vetted by the VG247 team. This article first appeared on USgamer, a partner publication of VG247. Also available onPS4, Xbox One, Nintendo Switch, Mac. ![]() Study in the history of political ideas (New York, 1922) page 174. This may be a better version of theĭraft. There is still another version of the text, the so-called Lee-version. Originality of principles or sentiments, nor yet copied from any particularĪnd previous writing, it was intended to be an expression of the Americanĭraft version of the Declaration of Independence, June 28, Terms so plain and firm as to command their assent. ![]() Thing new, but to place before mankind the common sense of the The intention of the Declaration, Jefferson later wrote, was not saying some. The most important of these were theĮxcision of a passage indicting the slave trade andĪ number of passages were reworded in a more pious form.Ī formal parchment copy of the Declaration, adopted in Congress 4 July 1776,Īugust 2, and most of the 55 signatures were inscribed upon it on that There are no journals on the debatesĪnd the amendments. The draft was presented to Congress on June 28 andĪfter a number of changes had been made. I then wrote a fair copy, reported it to the committee, andįrom them, unaltered to the Congress. Their alterations were two or three only,Īnd merely verbal. Paper now in my hands, with the corrections of Dr. Reported it to the committee I communicated it separately to Dr. Such thing as a sub-committee was proposed, but they unanimously pressed on Taken by myself at the moment and on the spot. venture to oppose my memory to his, were it not supported by written notes, At the age of 88 andĤ7 years after the transactions. Adams memory has led him into unquestionable error. Jefferson's version is completely different. 'Well", said Jefferson, 'if you areĭecided I will do as well as I can'. You can write ten times better than I can. Obnoxious, suspected and unpopular you are very much otherwise. Virginian ough to appear at the head of this business. Oh no! Why will you not? You ought to do it. Jefferson proposed to me to make the draught, I said I will not You shall do Now Jefferson and Adams have twoĬompletely different versions of what happened then. Was to consist", and it then appointed Jefferson and himself to form a Livingston, and Roger Sherman was appointed toĪdams states that the committee of five decided upon "which the declaration ![]() While this resolution was being discussed,on JuneĬonsisting of John Adams, Benjamin Franklin, Thomas Jefferson, Robert R. Which asserted that these United Colonies are, and of right ought to be, feeĪnd independent States. Into Congress a resolution,(adopted on July 2) On June 7, 1776, Richard Henry Lee introduced ![]() Here’s a guide to the roles and recent histories of the courts, and the candidates who are hoping for a chance to shape them. They also can’t promise to rule a certain way on any specific issues. Judicial candidates aren’t allowed to solicit donations directly. There are crucial differences from other political races, though. That initial partisan election means judges must run under the umbrella of a political party, raise money through campaign committees, and collect endorsements from political groups. After serving a 10-year term, they run in nonpartisan, yes-or-no retention elections, which they almost never lose. In Pennsylvania, judicial hopefuls run in partisan, statewide elections, as opposed to being selected based on merit by the commission, by the governor and legislature, or being elected in a nonpartisan contest, as in many states. May you forever "Rest in Peace".WHYY thanks our sponsors - become a WHYY sponsor Uncle Joe, this book is dedicated to you. If I have to die on the steps of the Luzerne County Courthouse exposing this massive corruption ………so be it. My Uncle Joe died in the trenches of Europe. A Judge’s power, as well as unquestionable trust, has been cautiously given to them by the voters of this democracy, on the backs of our Military Veterans. I am especially outraged by the corrupted who wear black robes. I will do everything in my power to assure that my Uncle Joe’s ultimate sacrifice and the sacrifices of all of the other men and women who have defended our nation and our rights, not be in vain. These rights are sacred and are to be defended from threat either foreign or DOMESTIC and must be secured not only for ourselves, but for our children’s children. His sacrifice, in part, allowed for all of our rights to continue on as guaranteed by our Constitution, or so it should be. ![]() When called to defend our nation, he fought, died, and sacrificed all of his tomorrows so that we, as citizens of these United States, could and would live in freedom. My uncle Joe was killed in action during the “Battle of the Bulge”. In my eyes my Uncle Joe is a bigger hero than General Patton. He is buried in the Luxemburg City Cemetery, along with General George S. While writing this book, I have often thought about my Uncle Joe, whom I never met. Attorneys, court employees, even honest judges then have a laundry list of reasons why they “must” remain silent. In a very direct way their silence validates the corrupt behavior of others. More importantly, the honest people who know what is going on will remain silent. You see, if corrupt judges and attorneys are allowed to simply continue without consequence, they, and the people who take their places, will continue similar behavior. I have accepted that reality and I have moved on. Whether it was a fair fight or not the facts remain, I lost. Winning my litigation is a goal no longer feasible. I promised myself that when all was said and done, I would make sure my opponents knew they were in "one Hell of a Fight.” It is over fifteen years since then, and as I write this book I am smiling because I’m still not done and the fight is still not over. In the back of my mind, way back at the beginning of this entire fiasco, I had made a promise. I am still not sure what I am hoping for. The question is, hope for what? I think about this hope a lot. The 2009 arrests by the FBI of three sitting judges on corruption charges at the very same Luzerne County Courthouse I write about in this book, has given me hope. Heck, I was there and I still don’t believe it.” Each and every time that someone would push the idea I simply said, “Why bother? The story is so incredible that no one would believe a word of it. I had been prodded over the years by friends and family to write a book about what happened to me in the Luzerne County Court System. ![]() If you are running Debian, RedHat, or another similar Linux distribution, run the following in a terminal to increase this limit: echo fs.inotify.max_queued_events = 65536 | sudo tee -a /etc/sysctl. Find many great new & used options and get the best deals for Corum Bubble Art Black Stainless Steel Rubber Auto Red Python Watch L082/02981 at the best. You can find following warning in log when facing this limit: pyinotify - WARNING - Event queue overflowed. When this limit is not enough to monitor all jobs, the limit must be increased for Watcher to work properly. If you are running Debian, RedHat, or another similar Linux distribution, run the following in a terminal to increase this limit: echo fs.inotify.max_user_watches = 524288 | sudo tee -a /etc/nf & sudo sysctl -p Increasing the amount of queued events WD=-1, Errno=No space left on device (ENOSPC) You can find following error in log when facing this limit: add_watch: cannot watch /. There is a limit of max number of inotify watchers. ![]() You can start Watcher with debug positional argument to prevent it from forking to the background and log messages to stdout: watcher debug Increasing the amount of inotify watchers version show program's version number and exit h, -help show this help message and exit Setting up eBay Software Development Kit on your local machine (aka computer) Edit yaml file and create a working python script Let’s get started. If you edit the ini file you must restart the daemon for it to reload the configuration. You can also specify the path to the config file as a command line parameter using the -config option. The config file should reside in /etc/watcher.ini or ~/.watcher.ini. etc/init.d/fs-watcher start ConfigurationĬheck provided watcher.ini file for an example job configuration. Check/fix path to Watcher executable in samples before using, by default it is assumed to be /usr/sbin/watcher.įor systemd: cp share/init/rvice /etc/systemd/system/rviceįor SysV: cp share/init/fs-watcher.sysvinit /etc/init.d/fs-watcherįor OpenRC: cp share/init/fs-watcher.openrc /etc/init.d/fs-watcher ![]() An ebay App ID production API key is needed, which can be gotten easily from signing up at: A Gmail account with an email and password is needed to send email from. Use your init system manual to install them properly. Run 'ebaybuyitnowsearchtool.py' How to configure this program: Most configuration options are available in the config file. Use following command to check exact locations: pip show -f fs-watcher System-wide using pip: sudo pip install fs-watcher sudo pip3 install fs-watcher To start using Watcher you must change /etc/watcher.ini to suit your needs and enable/start fs-watcher service. Systemd service fs-watcher (in disabled state). Sample configuration file to /etc/watcher.ini In addition to Watcher itself, it will install: ![]() Installation Debianĭownload latest deb package from GitHub releases page and install it with dpkg. Pip will install dependencies automatically. To install dependencies on Gentoo: emerge -av dev-python/pyinotify dev-python/python-daemon dev-python/lockfile dev-python/chardet dev-python/future To install dependencies on Debian: sudo apt-get install python-pyinotify python-daemon python-lockfile python-chardet python-future sudo apt-get install python3-pyinotify python3-daemon python3-lockfile python3-chardet python3-future It has following dependencies which can be installed with your package manager or pip: Watcher supports both Python 2.7 and Python 3.x. Perform actions on successful/failure command completion. This fork is a rewritting of the code using python-daemon implementation of PEP3143 with additional features:Īsync commands executing which allows several copies of command can be executed simultaneously for single jobĬapturing command output to separate log fileĮxclude watching files by regular expression It’s written in Python, making it easier to hack. To read ini file instead of a plain text file. Incron, however, configuration uses a simpler Watcher is a daemon that watches specified files/folders for changes andįires commands in response to those changes. However, I do not just want to discard it from my dataset as eBay's API only returns 10000 listings at maximum and only allows 5000 calls a day (the data is still relevant).Increasing the amount of inotify watchers There may even be more than 2 items with different prices (a customer might want to but it used or new, etc). This is a listing of an Iphone x 64gb and 256gb which have different prices. IsMultiVariationListing: true # **This means that it is a multi variation listing** When I use the python finding sdk to search for listings with eBay, I usually get results that include a listing containing two or more items that I am not searching for. ![]() This one and this one look great for older grades. HALLOWEEN ESCAPE ROOM: While I personally have not done a virtual or in-person escape room, they seem to be a big hit! You can find some Halloween themed escape rooms here, here and here. Head to a corn maze or pumpkin patch with the younger elementary students or if you are having a non-school related party with tweens or teens, you can look for something scarier like a virtual cemetery tour or a virtual haunted house! VIRTUAL CORN MAZE: Virtual field trips with a Halloween or fall theme are the perfect addition to your Virtual Class Halloween Party. I also found a more traditional Halloween themed scavenger hunt with cute rhyming clues that might be fun too! Or you can create your own list of something orange, something scary, something you can give to trick or treaters and other similar ideas. SCAVENGER HUNT: Use this Virtual Scavenger Hunt for Halloween (or this one!) to look for Halloween themed items around the house. GUESS THE SPOOKY SOUND: I don’t know what it is about this game, but even I love listening and trying to identify unknown sounds! Granted, I haven’t done it with scary sounds, but Halloween seems like the perfect occasion to listen to chains and rustling leaves and ghosts, whatever the case may be. It always seems to be that the cheesier they are, the harder the kids laugh! I think Halloween Jokes like these are perfect for when you have just a few minutes to fill while you are waiting to send them off to the next activity. HALLOWEEN JOKES: You can never go wrong with some cheesy jokes for elementary schoolers. But some links will be coming soon and some I hope to make myself if I have time! So use this list to get inspired, but continue to check back as I plan to add more product links and freebies! Some have links to specific products already. **In an effort to get this out as soon as possible, I have listed all of the ideas I have had so far. Patrick’s Day, time actually continued on and now Halloween is right around the corner! In fact, now that I can no longer ignore the Halloween candy and decorations in the stores, it’s time for me to face facts and start planning a Virtual Class Halloween Party! Whether it’s a party with classmates during the day on Google Meet or with friends afterschool on Zoom, I’ve got you covered with over 30 virtual Halloween games and activity ideas. I am sure it’s no surprise to my regular readers that when the new school year started, I signed up to be the Room Mom for my 5 th grader’s class, even though I had no idea what that would look like as we have been learning remotely since March 2020.īut what did surprise me was the fact that even though my mind turned off right before St. |