![]() To my knowledge, there is no launch batching in the CUDA driver for any platform other than Windows with the default WDDM driver. I could imagine that higher overhead may be observed for interfaces of reduced width (I think some people use interface sizes down to x1 in crypto-currency mining rigs) or when PCIe gen2 is used (the latter condition shouldn’t be encountered with any system built in the past five years). Note: The 5 usec lower limit to hardware-based launch overhead applies when a PCIe gen3 x16 interface is used. I know that this is not always possible, and that there are real-life use cases that result in extremely short kernel run times (and run times are further shortened with each new generation of GPUs). In general, one should partition work such that kernel run times are in the multi-millisecond range even for the fastest GPU, to avoid undue impact of launch overhead on application-level performance. I don’t know the answer to that but it seems possible. For that reason I recommend CPUs with a base core frequency >= 3.5 GHz, and system memory that uses the fastest speed grade the CPU supports and with as many DDR4 channels as possible.Īn interesting question is whether kernel launch overhead was negatively impacted by the operating system workarounds for recently identified CPU vulnerabilities (Meltdown, Spectre). Note that all overhead beyond a ~5 usec hardware baseline is caused by software, and that this is single-threaded work, meaning the additional software overhead is primarily influenced by single-core CPU performance and therefore core frequency, secondarily by host system memory performance. The observation that use of the CUDA profiler adds about 2 usec per kernel launch seems very plausible given that the profiler needs to insert a hook into the launch mechanism in order to log data about launches. For realistic kernels with arguments, launch overhead should be expected to be around 7 to 8 usec. kernels that do nothing and are not being passed any arguments. If you then run on a host system with a fast CPU with high single-thread performance you should be able to get close to 5 usec when launching null kernels, i.e. If you need / want low launch overhead, either use Windows with a TCC driver ( not possible with a consumer GPU like GTX 745) or use Linux. Batching often causes the overhead of specific launches to fluctuate from close to the lower limit imposed by hardware (around 5 usec) to much higher values (e.g. I am referring to the average because with WDDM the CUDA driver tries to batch launches in order to reduce the average launch overhead. But it is often detrimental to performance as well as other aspects such as GPU memory allocation.Īverage launch overhead of around 25 usec seems perfectly normal in a WDDM scenario. ![]() This has benefits from Microsoft’s perspective, such as increased system stability compared to the previous Windows XP driver model. With WDDM (introduced with Windows 7), and even more so with WDDM 2.x under Windows 10, it is the Windows operating system that controls most aspects of GPU operation. What operating system are you on? Number one reason for high launch overhead is the use of Windows with a WDDM driver. My initial idea is timing execution of an empty kernel. My question is: how to measure the time of launching a new thread block. NVIDIA Developer Forums – 15 Nov 16 Overhead of launching a new thread blockĪs we know, when a thread block terminates, global block scheduler picks and schedules a new thread block to an SM. The GPU and so does not include cudaDeviceSynchronize() etc. LongY reported about half a microsecond (420 tics) but that was internal to I think means about 30% of my elapse time is disappearing in just As expected the time between kernel>Īnd following gpuErrchk( cudaDeviceSynchronize() ) falls but only to about 30% So I tried an experiment: in the existing code I insertĪ conditional return as the first line, which is always true. I have been puzzled by the performance of my GPU code. ![]()
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One of my favorites, for example, was an audiovisual puzzle where I had to actually describe sound patterns and pitches to decipher what a giant squid was saying to us and then have my friend figure out the appropriate response in that same language. You get your simple visual puzzles where you must relay strange shapes to your buddy using just vocal descriptions, but also some creative riddle-solving puzzles and even puzzles that bend your perception of space. Just like with the world design – what surprised me here was the constant evolution of the puzzle mechanics. Otherwise, it’s all new stuff and half the excitement is waiting to see where the experience takes you next.Įven more important though is the puzzle design and once again, the game does a fantastic job here. ![]() The only area that you really go back to is this “hub” that connects the rest of the game together. 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Alright, so for those unfamiliar, We Were Here is a series of co-op puzzle adventure games that play kinda like an escape room – the catch being that your friend is usually not in the same room and you have to relay information verbally in order to solve puzzles. ![]() ![]() So tools aren’t just blistering fast - they’re whip smart too. Pushing the boundaries of image editing, Pixelmator Pro also includes machine learning-enhanced editing features powered by Core ML. ![]() It’s designed exclusively to take advantage of the full power of Mac computers, using advanced Mac graphics technologies like Metal and Core Image. The Pixelmator Pro image editing engine is seriously sophisticated and incredibly powerful. Use color adjustments layers to combine different color adjustments, selectively edit photos with incredible precision, and change the look entire layered compositions with ease.
![]() While Chrome is safe, like Opera GX, it collects a lot of information, from location data to user identifiers to product interaction data, according to Wired. Most browsers collect data on some level for advertising or other purposes.įor example, Chrome, which is the browser with the highest market share worldwide, has some pretty sketchy data collection policies. However, the truth is that Opera’s privacy policy is pretty straightforward as far as browsers go. Many people are hesitant about using software owned by Chinese companies due to privacy concerns. In 2016, Opera was sold to a Chinese consortium for $600 million. However, you can sidestep that issue by using a third-party VPN.Īlthough its VPN may give some people a false sense of security, nothing says you have to rely solely on Opera’s VPN. Some users may mistakenly believe that it filters all network traffic, but it doesn’t – in other words, when using another browser or an app like Netflix, the VPN won’t work.įinally, the VPN has a somewhat limited number of regions to choose from, making it inferior to premium and even many free VPNs. The main issue with the VPN is that it doesn’t have a tunneling protocol or encryption other than HTTPS.įurthermore, the VPN only works when using the browser. The first has to do with the weak built-in VPN. However, when you drill down and explore the concerns a bit further, you’ll notice that the rumors center around two aspects. While the code of Opera GX doesn’t contain any major security flaws, Opera, as a company, isn’t the best option for those who value their privacy a lot. Let’s move on to the privacy issues you may face when using Opera. In other words, if you’re not careful, you may accidentally download malware or click on a phishing link. The biggest security threat you’ll face when using Opera GX won’t come from the browser itself, but rather from your browsing habits. While Opera is a closed-source browser that is only based on Chromium, it has its own security team that works on detecting security issues and fixing bugs. Opera also uses Chromium’s code, unlike browsers like Firefox.Ĭhromium is a massive project, and there are tons of developers working on it all the time. Chrome is a specific browser that, like Opera, is based on Chromium, an open-source browser project by Google.Ĭhrome takes most of its code from Chromium. Like the regular Opera browser, it is based on Chromium, so it is as safe as most Chromium browsers.ĭon’t confuse Chromium with Chrome. In terms of security, Opera GX is pretty safe. Browser privacy is another issue – it involves the company that makes the browser selling your information to advertisers. Safety refers to general online security – in other words, you want to make sure you are safe from hacking attempts, malware, viruses, and the like. The two are not really mutually interchangeable, despite some people mistaking one for the other. Opera GX Safety Concernsįirst, it’s critical to distinguish between security/safety concerns and privacy concerns. While they aren’t terribly significant, and Opera is generally safe to use, the risk-averse gamer may be wise to avoid Opera GX in favor of a more secure browser. There are quite a few privacy concerns that you should be aware of. Since Opera GX is basically an upgraded version of the regular Opera browser, with some extra tools, the same privacy issues that apply when using Opera also exist when using Opera GX. For example, it has a built-in VPN, and it allows you to block all cookies and trackers. While those are features that the standard Opera browser does not have, Opera GX isn’t missing the awesome features Opera users are accustomed to either. You can connect your Discord and Twitch accounts and open those platforms from the sidebar. Opera GX also incorporates Discord and Twitch, two popular live-streaming and social media platforms popular with gamers. That makes Opera GX great if you want to ensure a smooth gaming experience without lagging or freezing. ![]() ![]() It was created by Opera and includes features that the regular Opera browser does not.įor example, it allows you to limit the bandwidth the browser can use or put limits on its CPU and RAM consumption. Opera GX is a Chromium-based browser optimized for the needs of gamers. ![]() I’ll also give you some general and safety-related tips for using Opera GX. Today, I will clear up the misconceptions and tell you the truth about the Opera GX browser. 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He says, “I’ve got this new movie called ‘Rocky III,’ and I don’t want to use that ‘Gonna Fly Now’ song. So I call him up, and he answers, “Yo.” I go, “Is this Sylvester Stallone? This is Jim Peterik.” He says, “Yeah, call me Sly.” Suddenly, I’m calling him “Sly” - a kid from Berwyn, Ill.! I was already this huge fan of Stallone anyway, me and my wife. It’s Sylvester Stallone.” I go, “Yeah, right.” I play it back again (and say), “Karen, does this sound like Stallone, or is that just Sal, my roadie?” “No, that’s him.” I hit “Play” and I hear, “Hey, yo, Jim that’s a nice answering machine you got there. I got home one day, and there’s my big, old answering machine. We knew it was something special because we saw that movie in its rough form. Was that day like any other day? When you started this, did you kind of know that you were on to something special? You and Frankie (Sullivan) from Survivor wrote it. Peterik talked to Bart Herbison, executive director of Nashville Songwriters Association International. The song’s co-writer, Jim Peterik, remembers the day Stallone asked him to write a song for his movie - and how the star reacted when he first heard the demo recording. The Fifty Best is a guide to wines and spirits "that achieves the highest standards of spirits evaluations through rigorous tasting methodology.Few “power chords” are more instantly recognizable than the guitar blasts that open Survivor’s “Eye of the Tiger.” The rock hit served as the theme song for the 1982 film “Rocky III,” starring Sylvester Stallone as boxing champion Rocky Balboa. Located in East Kensington, the company has six brands, Jacquin's Spirits which sells rum, gin, and brandy Pennsylvania Dutch creme liqueur, Bartenders Trading Co.ready to drink cocktails Irish Manor Irish cream liqueur Savory & James and The Union Forge Vodka. Since 1884 family-owned Charles Jacquin et Cie has produced, distilled, and manufactured alcohol in Philadelphia. The vodka sells for $19.99 in 750 ml bottles at spirit stores across Pennsylvania, New Jersey, Maryland, New York, California, Delaware, Texas, Wisconsin, Indiana, Massachusetts, and Louisiana. In addition, Jacquin is looking to build both locally and nationally with the launch of "new-to-the-world" products. The vodka launch was part of the company's commitment to increase its output, eventually producing 1 million cases across its brands annually. Released in March 2022, Union Forge Vodka is the first new product from Jacquin distillery in over a decade.ĬEO of Jacquin John Cooper told Philadelphia Business Journal in April that the company does not do innovative things often the last new product was Sweet Revenge liqueur. "Receiving a double gold medal for 'Best Domestic Vodka' is an honor and tribute to the team's hard work. "The Union Forge represents the same spirit and resilience of Jacquin's and Pennsylvania," Manali Tijoriwala, the head of product development at Jacquin's, said. The Union Forge, Two Titmice(CA), and Diamond Glacier 33 (CA) each earned double gold medals as the best of the vodkas. ![]() ![]() The vodkas earned double-gold, gold, silver, and bronze medals based on its point totals. Using a five-point system, a panel of blindfolded judges tasted 18 different domestic vodkas to choose the best. Jose Garces to continue chef in residency program at Volvér with new lineup of local talent.Amada, Chef Jose Garces' Spanish tapas restaurant, to open new outpost in Radnor.Bake'N Bacon food truck owner to take over Devil's Den storefront in South Philly.The Union Forge, a Philadelphia-produced vodka from spirits company Charles Jacquin et Cie, received a double-gold medal as the best American-made vodka by The Fifty Best. Now the City of Brotherly Love is known for producing the best domestic vodka in the country. Philadelphia is the home of the cheesesteak, the Liberty Bell, and the fictional character Rocky Balboa that encompasses the hardworking attitude the city lives by. ![]() ![]() ![]() MD5 - MD5 or message digest algorithm will produce a 128-bit hash value. Two mostly used hash functions or algorithms are − As a python programmer, we need hash functions to check the duplicity of data or files, to check data integrity when you transmit data over a public network, storing the password in a database etc. In real life scenario, hash functions are used heavily in cryptographic algorithms, in digital signatures, fingerprints, to store password and many more areas. Suppose you want to convert the “Hello World” message to md5 hash function then the result is a, The return value from a hash function is called hash, checksum, hash value or message digest. For example, x is your input and f is the f is the hashing function, then calculating f(x) is quick and easy but trying to obtain x again is a very time-consuming job. However, to get your original data(input bytes) back is not easy. Hash is a function which takes variable length sequence of bytes as input and converts it to a fixed length sequence. Multiple hashing techniques are there to project and check our data. What should be used instead is a robust, expensive key-stretching function like bcrypt or scrypt.One of the major concern of all IT companies in the security of there data. The sixth parameter to EVP_BytesToKey (hard-coded to 1) is the count, designed to slow down an attacker (or not, in this case). The biggest problem here is not the potentially problematic use of MD5, it's that the KDF that openssl enc uses is "cheap", specifically it only uses one round, making brute force attacks on passwords the best attack ( apps/enc.c, line #569): EVP_BytesToKey(cipher,dgst,sptr, Also consider the symmetric cipher key size that will be used, ideally these should be matched. Using a digest like MD5 with a short output (128-bit output) as a KDF means that the key used to perform the encryption is only 128 bits, and in this case not as long as your required pass-phrase (~160 bits, 62^26). Ideally, we want a good KDF with no bias, an output at least as large as the expected input entropy, matched to the symmetric cipher keysize, and expensive so that attack #2 doesn't offer a short-cut. brute-force the password space, if the input was chosen by a human then this will be smaller than the key space (the salt will eliminate pre-computed attacks though, enc uses a random salt by default).brute force the entire (symmetric cipher) key space, if the KDF (hash/digest) output is biased then this will be smaller than it should be, which may help the attacker.(Strictly there may be two scenarios: recover the password in order to prove something, not necessarily access to the encrypted data or only recover the key in order to access the encrypted data.) The attacker does not know the password or the key (digest of salt/password), either one will do: which is cheaper to find? What might help an attacker is if the MD5 output is biased, but it's not, as far as I know. This key is also a digest he can compute from a pass-phrase which he can discover instead (a salt, if used, is available in the file). Given only an encrypted file, if the attacker's task is to recover the encrypted data, then he must discover the symmetric key (key IV) used to encrypt. MD5 has good but imperfect pre-image resistance, ~123 bits instead of the intended 128, see RFC6151. For that, what is usually more interesting is pre-image resistance: given a digest you could work out an input (e.g. In this case MD5 is being used as a key-derivation function. A collision attack requires that you have a hash output to work with. when MD5 output is used as a signature or integrity check. Some of your assertions are correct, but they do not quite apply here, specifically since an attacker does not know the digest output a collision attack does not apply.įinding a collision is only useful sometimes, e.g. The -md "message digest" option can be used to set this explicitly, you can use any supported digest such as sha256: openssl enc -md sha256 -e -aes256 -in infile.txt -out outfile.enc -pass pass:foo In this case openssl enc defaults to using a digest of MD5 ( apps/enc.c) if (md ![]() ![]() Seracini wanted to implement a series of high-tech tests to figure out, once and for all, if the da Vinci lay beneath the Vasari. ![]() The main issue, though, is that the possible false wall is the home to Giorgio Vasari’s 1563 painting The Battle of Marciano. Having studied the painting since the mid-1970s, Seracini found a place in the Palazzo Vecchio where the da Vinci might be hidden behind a false wall. Their technical analyses support claims by art historian Francesca Fiorani that the painting isn’t behind the wall because it doesn’t exist. However, research undertaken by art historians Roberta Barsanti, Gianluca Belli, Emanuela Ferretti, and Cecilia Frosinini and presented at meetings held by Florence’s Uffizi Galleries further suggests otherwise. Thanks to him, it has been thought that the partially-completed da Vinci fresco, which is only known now by preparatory drawings and a 17 th-century copy by Peter Paul Rubens, lay beneath the surface of one of the Palazzo Vecchio’s walls. Maurizio Seracini’s research has been leading the pack for many years. The latest theory on the topic, though, poses that da Vinci never actually painted the fresco. That’s what some researchers have to say about a work by Leonardo da Vinci known as the “lost masterpiece.” While a full-scale cartoon for the work still exists of the artist’s 1504 The Battle of Anghiari, the actual painting and its location have been the subject of theories for decades. You can’t lose something that never existed. ![]() ![]() ![]() When Forensic pathologists working as a death investigator they bring their expertise to bear upon the evaluation of the science of death, in the estimation of the time of death, the consistency of the witness’s statement with injury, and finding of injury pattern. The forensic pathologist also has working knowledge in other areas of science including toxicology, firearms examination, trace evidence, forensic serology, and DNA technology. The Forensic pathologist is trained and specialized in multiple forensic sciences and traditional medicine too. To rebuild how a person received an injury and how death occurs.To collect medical evidence, like trace, secretions, and marks.To evaluate historical and law enforcement investigation information Relating to the manner of death.Autopsies to identify the presence or absence of disease, injury, poisoning. ![]() The Forensic pathologist is a specially trained person in performing The Forensic pathologist is an expert in determining the cause and manner of death. The Forensic pathologist is a subspecialist in pathology, who work competently in the examination of individuals who died suddenly, unexpectedly, violently, or murderously. The Forensic report is also called a postmortem report or autopsy report, which is made after a medical examination of the dead body. Forensic pathology usually helps during the investigation of criminal law cases and civil law cases in some jurisdictions. 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