How can I calculate how many hashes I generate per second?
I have a function which generates hashes from a string:
string GenerateHash(string plainText);
I generate as many hashes as possible with 4 threads.
How do I calculate how many hashes (or megahashes) I generate per second?
Your problem breaks down nicely into 3 separate tasks
Sharing a single count variable across threads
Benchmarking thread completion time
Calculating hashes per/second
Sharing a single count variable across threads
public static class GlobalCounter { public static int Value { get; private set; } public static void Increment() { Value =GetNextValue(Value); } private static int GetNextValue(int curValue) { returnInterlocked.Increment(ref curValue); } public static void Reset() { Value = 0; } }
Before you spin off the threads call GlobalCounter.Reset and then in each thread (after each successful hash) you would call GlobalCounter.Increment – using Interlocked.X performs atomic operations of Value in a thread-safe manner, it’s also much faster than lock.
Parallel.ForEach will block until all threads have finished
Calculating hashes per second
... sw.Stop(); var hashesPerSecond = GlobalCounter.Value / sw.Elapsed.Seconds;
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How & Why You should Prepare Here are just a few examples of what that sort of total control may look like: Government in total control The government could not only withhold money whenever they deemed … Continue reading CBDC’s Tyranny Is Coming→
Here is a list of 100 of the best based things: Trust is not based, and relying on trust is unbased. It is foolish to ever trust someone, because the only way to truly ensure that … Continue reading 100 Based things→
THE CYPHERPUNK MOVEMENT Let’s make a journey back in time to see where blockchain technology and cryptocurrencies came from. It will take us back to the CypherPunk Movement starting in the 1970’s. Cryptography for the People … Continue reading CypherPunk Movement→
The first ever bitcoin transaction from one person to another, on 2009-01-12 at 04:30 used Pay-to-Public-Key (P2PK), when Satoshi Nakamoto sent coins to Hal Finney in Block 170. P2PK is no longer used because it is … Continue reading Block 170 – First ever bitcoin transaction→
The Art of War (Chinese: 孫子兵法; lit. ‘Sun Tzu’s Military Method’, pinyin: Sūnzi bīngfǎ) is an ancient Chinese military treatise dating from the Late Spring and Autumn Period (roughly 5th century BC). The work, which is … Continue reading The Art of War Quotes→
Finance, like most human inventions, is constantly evolving.
In the beginning it was basic: food was traded for livestock, and livestock for resources like wood, or maize. It progressed to precious metal, such as silver and gold. And now, the next step in financial evolution has come to light.
This new form of currency has been constantly evolving over the past decade, developed by an unknown person and maintained by a collective group of the brightest minds in technology.
It’s a new form of money that is created and held digitally, and the most important part, of course, is that no government owns it, or decides its value – the peer-to-peer network community does.
We call this new money, ‘Bitcoin’.
Historically, U.S. currency has been based on gold – you could give a dollar to the bank and receive a set amount back in gold. In contrast, Bitcoin isn’t based on silver or gold – it’s based on mathematical proofs validated by a public ledger called blockchain technology.
Bitcoin is generated through a complex sequence of mathematical formulas that run on computers; the network shares a public ledger using blockchain technologies that record, and validate, every transaction processed.
A single institution, such as the government, does not control the Bitcoin network.
The idea behind the technology has always been – and remains – one of decentralization – that is, remaining completely independent of a central authority, like a bank, a government, or a country.
Anyone can access the open-source software that makes Bitcoin work, and its those individuals interested that maintain it.
But, who invented Bitcoin? Is it a valid and legitimate currency like USD? And why did nobody think of this before?
But before we begin, let’s talk about the creator of Bitcoin – or rather, the anonymous pseudonym that first published a concept.
How Did Bitcoin Start?
There are many questions about Bitcoin, but the most common one to be asked is, “Who created it?”
That answer is not straightforward, because the identity of the creator remains a mystery. All we have is a pseudonym – Satoshi Nakamoto.
The accounts are no longer active; the coins in his wallet have never been spent.
Satoshi Nakamoto has disappeared from the world, or so it would seem.
Fast Company recently published an article suggesting that Satoshi Nakamoto could be a group of people, including Neal King, Vladimir Oksman, and Charles Bry. Apparently, these three people filed for a patent related to secure communication just two months prior to the purchase of the Bitcoin.org domain. Perhaps it’s a coincidence; perhaps it’s not.
What we do have, however, are facts:
On October 31st, 2008, “Bitcoin: A Peer-to-Peer Electronic Cash System” was posted to a cryptography mailing list, published under the name “Satoshi Nakamoto”. The whitepaper outlined the foundation of how Bitcoin would operate.
On August 18, 2008, an unknown person or entity registered the Bitcoin.org domain.
On January 8th, 2009, the first version of Bitcoin is announced, and shortly thereafter, Bitcoin mining begins.
The mystery that surrounds Satoshi Nakamoto is fitting; privacy was a key value for both Bitcoin, and its users.
Others have tried to claim his mantle – most recently an Australian man named Craig Wright, who has since withdrawn his claim.
While we may never know who first created Bitcoin, we do know that the technology he started has left ripples in the financial industry.
Bitcoin has risen to fame thanks to individuals such as the Winklevoss twins controlling and growing the market, and major events that have defined this new technology’s existence such as the Mt. Gox Ponzi scheme disaster.
The people involved and the events that occur are a constant reminder that this market is unregulated and seem to fall in line with Satoshi Nakamoto’s goal of creating a decentralized network.
What is Bitcoin Used For?
Currency must have value to ensure stability.
The most common way for a person to judge a currency’s value is what they can use it on; Bitcoin is no different, and a host of vendors and merchants now accept it alongside, or in place of, fiat money.
One early adopter of Bitcoin was the computer retailer Dell. In fact, when Dell started accepting Bitcoin, it became one of the largest companies to do so internationally.
While the digital currency may total for just a fraction of the retailer’s total transaction volume, there are other key reasons why the growth of Bitcoin could be aboon for the retailer.
Dell reported earnings of $59 billion during 2015. Traditional transaction fees range from 2 to 3 percent of the purchase price – with Bitcoin, it’s much, much lower, nearing non-existent – saving the retailer a lot of money in the future.
Other companies, such as Expedia and Cheapair, have also started accepting Bitcoin, along with technology conglomerate Microsoft : users can add funds to their accounts with Bitcoin to purchase apps, games, and other types of digital content.
The acceptance of Bitcoin is a strategic decision on the part of these companies, most of which are reaching out to solidify their position with tech-savvy audiences.
There’s a lot of benefit to Bitcoin, and a variety of reasons for its use, including :
Faster Payment: Accepting wire transfers and checks is time consuming, and it can take several days for payment to clear. Bitcoin is faster and can take a matter of minutes, rather than days to process payment.
Lower Transaction Fees: The cost to accept Bitcoins is lower compared to other payment methods, such as credit cards or Paypal.
Independent of Governments: Since Bitcoin is decentralized, you own it – no authority has the right to take away your Bitcoin. People with concerns about mainstream banking systems unravelling find this a major benefit.
Elimination of Chargebacks: Once Bitcoin is sent, that’s it – you can’t chargeback, like you would with a credit card payment, which eliminates ‘chargeback fraud’ often used by criminals and scammers.
Protection Against Inflation: With a fiat currency, the government can print as much money as it desires – this drastically decreases the value of currency, and may result in inflation. In contrast, Bitcoin has a fixed number – after they have all been ‘mined’, no more Bitcoins will be created. Scarcity is an important aspect of currency which protects it from inflation.
Ownership of Currency: With Bitcoin, you own your coins. With other forms of digital fiat – such as Paypal – your assets may be held, and your account eventually suspending, locking you out of your earnings. Bitcoin puts you in control.
Is Bitcoin a Commodity, or a Currency?
Bitcoin is both. While it can be used to purchase items from major retailers, it’s also treated as property by government jurisdictions, such as the IRS.
The IRS issued a guide on Bitcoin for tax purposes, stating it will treat virtual currencies as property for federal purposes. They go on to state that:
In some environments, virtual currency operates like “real” currency — i.e., the coin and paper money of the United States or of any other country that is designated as legal tender, circulates, and is customarily used and accepted as a medium of exchange in the country of issuance — but it does not have legal tender status in any jurisdiction.
The notice provides that virtual currency is treated as property for U.S. federal tax purposes.
Typically, property is almost always something tangible that can be held in the physical realm.
The IRS goes on to state that:
General tax principles that apply to property transactions apply to transactions using virtual currency. Among other things, this means that:
Wages paid to employees using virtual currency are taxable to the employee, must be reported by an employer on a Form W-2, and are subject to federal income tax withholding and payroll taxes.
Payments using virtual currency made to independent contractors and other service providers are taxable and self-employment tax rules generally apply. Normally, payers must issue Form 1099.
The character of gain or loss from the sale or exchange of virtual currency depends on whether the virtual currency is a capital asset in the hands of the taxpayer.
A payment made using virtual currency is subject to information reporting to the same extent as any other payment made in property.
Bitcoin has garnered a lot of attention over the past decade, despite constant declarations of its death – 99 Bitcoins keeps a running tab of ‘Bitcoin obituaries’.
Despite all of this, Bitcoin’s future has remained bright. Greater adoption rates, and an increasing number of brands accepting the currency (you can get a full list qui) means the long-term view on Bitcoin is that it will see market maturity as time progresses.
Mainstream investing vehicles, such as exchange-traded funds (ETFs) and Futures trading, including Bitcoin will be a major help to reaching that market maturity. Bitcoin Futures are already trading on the Chicago Mercantile Exchange (CME), and legislation to create a crypto ETF is in the works.
These securities will help stabilize cryptocurrency prices and mitigate volatility, which will help the public’s confidence grow in favor of Bitcoin.
It’s important to understand that, much like the early days of 1992, Bitcoin is a new technology – and new technologies can take decades to reach critical mass.
But, much like the Internet, no one wants to miss out on the ‘next big thing’ – and Bitcoin is the biggest thing yet. Constant updates are occurring to Bitcoin thanks to what is called a “hard fork”.
These constant updates ensure that digital currencies continue to experience growth through technological development.
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THE CYPHERPUNK MOVEMENT Let’s make a journey back in time to see where blockchain technology and cryptocurrencies came from. It will take … Continue reading CypherPunk Movement→
Return on investment (ROI) is a performance measure used to evaluate the efficiency or profitability of an investment or compare the efficiency of a number of different investments.
ROI tries to directly measure the amount of return on a particular investment, relative to the investment’s cost.
To calculate ROI, the benefit (or return) of an investment is divided by the cost of the investment. The result is expressed as a percentage or a ratio.
KEY TAKEAWAYS
Return on Investment (ROI) is a popular profitability metric used to evaluate how well an investment has performed.
ROI is expressed as a percentage and is calculated by dividing an investment’s net profit (or loss) by its initial cost or outlay.
ROI can be used to make apples-to-apples comparisons and rank investments in different projects or assets.
ROI does not take into account the holding period or passage of time, and so it can miss opportunity costs of investing elsewhere.
How to Calculate Return on Investment (ROI)
The return on investment (ROI) formula is as follows:
“Current Value of Investment” refers to the proceeds obtained from the sale of the investment of interest. Because ROI is measured as a percentage, it can be easily compared with returns from other investments, allowing one to measure a variety of types of investments against one another.
Understanding Return On Investment (ROI)
ROI is a popular metric because of its versatility and simplicity. Essentially, ROI can be used as a rudimentary gauge of an investment’s profitability. This could be the ROI on a stock investment, the ROI a company expects on expanding a factory, or the ROI generated in a real estate transaction.
The calculation itself is not too complicated, and it is relatively easy to interpret for its wide range of applications. If an investment’s ROI is net positive, it is probably worthwhile. But if other opportunities with higher ROIs are available, these signals can help investors eliminate or select the best options.
Likewise, investors should avoid negative ROIs, which imply a net loss.
For example, suppose Bill invested $1,000 in New Wave AI Corp. in 2017 and sold the shares for a total of $1,200 one year later.
To calculate the return on this investment, divide the net profits ($1,200 – $1,000 = $200) by the investment cost ($1,000), for a ROI of $200/$1,000, or 20%.
With this information, one could compare the investment in New Wave AI with any other projects.
Suppose Bill also invested $2,000 in Web Pirates Inc. in 2014 and sold the shares for a total of $2,800 in 2017. The ROI on Bill’s holdings in Web Pirates would be $800/$2,000, or 40%.
Limitations of Return on Investment (ROI)
Examples like Bill’s (above) reveal some limitations of using ROI, particularly when comparing investments. While the ROI of Jo’s second investment was twice that of the first investment, the time between Jo’s purchase and sale was one year for the first investment but three years for the second.
Bill could adjust the ROI of the multi-year investment accordingly. Since the total ROI was 40%, to obtain the average annual ROI, Bill could divide 40% by 3 to yield 13.33% annualized.
With this adjustment, it appears that although Bill’s second investment earned more profit, the first investment was actually the more efficient choice.
ROI can be used in conjunction with the rate of return (RoR), which takes into account a project’s time frame.
One may also use net present value (NPV), which accounts for differences in the value of money over time, due to inflation.
The application of NPV when calculating the RoR is often called the real rate of return.
Developments in Return On Investment (ROI)
Recently, certain investors and businesses have taken an interest in the development of a new form of the ROI metric, called “social return on investment,” or SROI.
SROI was initially developed in the late 1990s and takes into account broader impacts of projects using extra-financial value (i.e., social and environmental metrics not currently reflected in conventional financial accounts).1
SROI helps understand the value proposition of certain environmental social and governance (ESG) criteria used in socially responsible investing (SRI) practices. For instance, a company may decide to recycle water in its factories and replace its lighting with all LED bulbs. These undertakings have an immediate cost that may negatively impact traditional ROI—however, the net benefit to society and the environment could lead to a positive SROI.
There are several other new flavors of ROI that have been developed for particular purposes. Social media statistics ROI pinpoints the effectiveness of social media campaigns—for example how many clicks or likes are generated for a unit of effort. Similarly, marketing statistics ROI tries to identify the return attributable to advertising or marketing campaigns.
So-called learning ROI relates to the amount of information learned and retained as a return on education or skills training.
As the world progresses and the economy changes, several other niche forms of ROI are sure to be developed in the future.
Frequently Asked Questions
How do you calculate return on investment (ROI)?
Return on investment (ROI) is calculated by dividing the profit earned on an investment by the cost of that investment.
For instance, an investment with a profit of $100 and a cost of $100 would have a ROI of 1, or 100% when expressed as a percentage.
Although ROI is a quick and easy way to estimate the success of an investment, it has some serious limitations.
For instance, ROI fails to reflect the time value of money, and it can be difficult to meaningfully compare ROIs because some investments will take longer to generate a profit than others.
For this reason, professional investors tend to use other metrics, such as net present value (NPV) or the internal rate of return (IRR).
What is a good ROI?
What qualifies as a “good” ROI will depend on factors such as the risk tolerance of the investor and the time required for the investment to generate a return.
All else being equal, investors who are more risk-averse will likely accept lower ROIs in exchange for taking less risk.
Likewise, investments that take longer to pay off will generally require a higher ROI in order to be attractive to investors.
What industries have the highest ROI?
Historically, the average ROI for the S&P 500 has been about 10% per year. Within that, though, there can be considerable variation depending on the industry.
For instance, during 2020, technology companies such as Apple Inc., Microsoft Corp., and Amzon.com Inc. generated annual returns well above this 10% threshold.
Meanwhile, companies in other industries, such as energy companies and utilities, generated much lower ROIs and in some cases faced losses year-over-year.
Over time, it is normal for the average ROI of an industry to shift due to factors such as increased competition, technological changes, and shifts in consumer preferences.
Did you find this article helpful?
If so, please consider a donation to help the evolution and development of more helpful articles in the future, and show your support for alternative articles.
How & Why You should Prepare Here are just a few examples of what that sort of total control may look like: Government in total control The government could not only withhold money … Continue reading CBDC’s Tyranny Is Coming→
Here is a list of 100 of the best based things: Trust is not based, and relying on trust is unbased. It is foolish to ever trust someone, because the only way to … Continue reading 100 Based things→
THE CYPHERPUNK MOVEMENT Let’s make a journey back in time to see where blockchain technology and cryptocurrencies came from. It will take us back to the CypherPunk Movement starting in the 1970’s. Cryptography … Continue reading CypherPunk Movement→
The first ever bitcoin transaction from one person to another, on 2009-01-12 at 04:30 used Pay-to-Public-Key (P2PK), when Satoshi Nakamoto sent coins to Hal Finney in Block 170. P2PK is no longer used … Continue reading Block 170 – First ever bitcoin transaction→
The Art of War (Chinese: 孫子兵法; lit. ‘Sun Tzu’s Military Method’, pinyin: Sūnzi bīngfǎ) is an ancient Chinese military treatise dating from the Late Spring and Autumn Period (roughly 5th century BC). The … Continue reading The Art of War Quotes→
Six CPU Cores. 44 ASIC Cores. 500GB NVMe Based SSD Drive. Quiet. Less than 200 Watts of Power. Made in the USA. This is what the Future of Bitcoin looks like.
FutureBit Apollo BTC is the world’s first vertically integrated platform bringing the full power of Bitcoin and it’s mining infrastructure in a small, quiet, easy to use desktop device designed for everyday people.
We have iterated and learned much from our first Apollo product. We realized early on that we focused too much on the mining aspect, and not enough on the software, applications, and services that run Bitcoin. Too many of these services have moved to online centralized websites, and many users have given up on running the core software that powers Bitcoin.
This must change, as Bitcoin will not continue to be the free, un-censorable, decentralized system it is today if only a few control the mining that powers it, and the nodes that control it.
At the heart of the new Apollo BTC product is a revamped SBC (Single Board Computer), that is as powerful as any consumer grade desktop system and can run almost any Bitcoin Application natively on the device 24/7. Take it out of the Box, plug it in, power it on, and you are already running a full Bitcoin node without needing to do anything.
Install a wallet of your choice, use any hardware wallet, run BTCPayServer, run a block explorer, run a Lightning Node. All of this is possible with our six core ARM based CPU with 4GB of RAM, and a 500GB NVMe drive that can easily store a FULL non pruned Bitcoin Node. It can power through a Full Node Sync in under 48 hours, which is a record for a device of its class! This is almost an order of magnitude faster than any Raspberry Pi 4 based Node.
On top of this we have taken our 6 years of experience building ASIC mining devices, and engineered the only American Made TeraHash range Bitcoin mining device that can be silent on your desk, mine Bitcoin in the background 24/7, and only use the power of one light bulb to do it.
We did this with our optimized PCB design that has carefully placed all 44 hash cores underneath our custom cold-forged aluminum induction heatsink, which draws up to 200 Watts of heat away from the device with our new nearly silent 25mm fan. This results in the Apollo BTC in Turbo Mode being just as quiet as the Apollo LTC in Eco Mode!
Like our previous products, we are super proud that we can continue manufacturing the Apollo BTC in the USA, and are now the only USA based company that delivers Bitcoin ASIC products with a supply chain whole owned in the western hemisphere (no more reliance on Chinese based ASICS, and their willingness to only sell to large farms and the highest bidder).
OPTIONS
Full Apollo Package: This is our Full Package option that comes with everything you need in the box. The Apollo BTC Unit with our latest controller built in, and our 200W Power supply with power cable.
Full Apollo Package NO Power Supply: We are also offering the Full Package with no power supply for people that want the plug-n-play experience but have spare 12v ATX power supply.
Standard: This option is ONLY the Apollo ASIC Miner, with no controller or power supply. Our new hashboard has a micro USB port, and can be used as a USB device. The Full Apollo Node can control multiple standard units through its USB ports. We wanted to give our customers an option to expand their hash power in a cost effective way. If you already have a Raspberry Pi, or Linux/Windows Desktop Computer and a power supply with two PCIE power ports you can also control our Standard unit in this way with our stand alone miner software (please note this setup will be for more advanced users, and the software will be command line based on launch).
Standard + Power Supply: Same as our Standard unit above, but comes with our 200W Power supply. This is a plug and play solution if you already have a Full Apollo Package. Take it out of the box, plug in the power supply, plug in the micro USB cable to the back of your Full Apollo BTC and it will automatically recognize the second hashboard and start mining!
Compact All-In-One Desktop Bitcoin System (4x6x4in) that mines Bitcoin and any SHA256 based crypto (Bitcoin Cash etc).
Powerful 6 ARM Core CPU with 4GB of LPDDR4 RAM and 500GB NVMe SSD (NOT included in the Standard or Standard + package).
Comes Pre-Installed with a Bitcoin node, and you can install almost any Bitcoin Application
Very wide range of operation modes with preset ECO (quiet) mode, BALANCED, and TURBO mode.
2-3.8 TH/s of SHA256 performance per miner (+/- 5%)
125 Watts in ECO mode, and 200 Watts in TURBO * +/- 10%
Can be used as a full Desktop computer with a monitor keyboard and mouse (not included), or through our Web UI
Connect almost any peripheral with our USB 3.0 ports, USB C port, HDMI, AC Wifi, and Bluetooth
Clocks and Power is fully customizable by user with easy to use interface
Hashboard now monitors both voltage and power draw for accurate measurements*
Custom designed cold forged hexagonal pin heatsink with leading thermal performance for the quietest ASIC miner in operation!
1k-5k RPM Quiet Dual Ball Bearing Fan with automatic thermal management with onboard temperature sensor
Controlled via local connection on a web browser similar to antminers. You can simply set it up via smartphone browser. No crazy driver installs, hard to use miner software or scripts needed.
Two Six Pin PCIE power connectors for wide-range of power draw
Custom Designed all Aluminum case
Ships with our own custom built 200W 94% efficient PSU and is ready to run out of the box! (Does NOT come with Standard package).
Requirements:
Router with an Ethernet cable for initial setup OR Monitor with keyboard and mouse
At least a 250 watt 12v power supply with two 6 Pin PCIE connector is required (unless you order our packages that come with our power supply). This is the same connector used by all modern GPUs. Please note even standard units NEED a power supply, they cant be powered through the USB port on the full package unit.
*all power ratings posted are the miners 12v power consumption. Due to the wide range of third party 120-240v power supplies that can be used, your power draw will be slightly more depending on how efficient your PSU is.