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Graphcore
Graphcore is a British semiconductor company that develops accelerators for AI and machine learning. It aims to make a massively parallel Intelligence Processing Unit (IPU) that holds the complete machine learning model inside the processor. History Graphcore was founded in 2016 by Simon Knowles and Nigel Toon. In the autumn of 2016, Graphcore secured a first funding round led by Robert Bosch Venture Capital. Other backers include Samsung, Amadeus Capital Partners, C4 Ventures, Draper Esprit, Foundation Capital, and Pitango. In July 2017, Graphcore secured a round B funding led by Atomico, which was followed a few months later by $50 million in funding from Sequoia Capital. In December 2018, Graphcore closed its series D with $200 million raised at a $1.7 billion valuation, making the company a unicorn. Investors included Microsoft, Samsung and Dell Technologies. On 13 November 2019, Graphcore announced that their Graphcore C2 IPUs are available for preview on Microsoft Azur ...
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Pitango
Pitango Venture Capital, established in 1993, is Israel's largest venture capital fund with over $1.8 billion under management. Pitango is focused on seed, expansion and late stage companies in core technologies, consumer, and Life Sciences. The firm's investors include Time Warner, Citigroup, Eastman Kodak, Deutsche Bank and HarbourVest Partners. History The fund was founded as Polaris Venture Capital in 1993 by Rami Kalish, as part of a government initiative named the Yozma program ("Initiative" in Hebrew); which offered attractive tax incentives to any foreign venture-capital investments in Israel and offered to double any investment with funds from the government. In 1996, Kalish was joined by Chemi Peres, son of former Israeli president Shimon Peres, to create Polaris Fund II, which raised more than $100 million. Polaris II invested in 35 high-tech companies. Some were partially funded by another Israeli VC firm, Eucalyptus Ventures. When the investments proved successful, P ...
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Scratchpad Memory
Scratchpad memory (SPM), also known as scratchpad, scratchpad RAM or local store in computer terminology, is a high-speed internal memory used for temporary storage of calculations, data, and other work in progress. In reference to a microprocessor (or CPU), scratchpad refers to a special high-speed memory used to hold small items of data for rapid retrieval. It is similar to the usage and size of a scratchpad in life: a pad of paper for preliminary notes or sketches or writings, etc. In some systems it can be considered similar to the L1 cache in that it is the next closest memory to the ALU after the processor registers, with explicit instructions to move data to and from main memory, often using DMA-based data transfer. In contrast to a system that uses caches, a system with scratchpads is a system with non-uniform memory access (NUMA) latencies, because the memory access latencies to the different scratchpads and the main memory vary. Another difference from a system that ...
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Atomico
Atomico is a European Venture Capital firm headquartered in London, with offices in Paris, and Stockholm. Its founder and CEO is Niklas Zennström, a serial entrepreneur who co-founded Skype and Kazaa. History and investments It has invested in more than 130 companies across the globe via 4 funds, Atomico Ventures I, the $165 million Atomico Ventures II, Atomico III, which closed at $476 million in November 2013 and most recently the $765 million Atomico IV. The company has been involved with exits or substantial transactions in companies including Supercell (sold a majority stake to SoftBank, valuing the business at $3 billion in 2013), The Climate Corporation (acquired by Monsanto for $1.1 billion in 2013), Xobni (acquired by Yahoo! in 2013), PowerReviews (acquired by Bazaarvoice in 2012) and Rovio's $1 billion IPO in September 2017. Investments The firm's investments include Europe *6WunderKinder *Graphcore *Lilium_GmbH * Infarm *Truecaller *Framer *MessageBird *Varjo ...
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Draper Esprit
Molten Ventures, formerly Draper Esprit, is a venture capital firm, investing in high growth technology companies with global ambitions, with offices in London, Cambridge and Dublin. It is listed on the London Stock Exchange and is a constituent of the FTSE 250 Index. History Founded in 2006 as Esprit Capital, the company was renamed Draper Esprit in 2015 after joining Silicon Valley investor Tim Draper and the Draper Venture Network. In June 2016, Draper Esprit was the subject of an initial public offering on the London Stock Exchange. It moved to the main market in July 2021 becoming the largest technology-related venture capital company to be publicly listed. In November 2021, Draper Esprit rebranded to Molten Ventures. In April 2022, Molten Ventures joined The Venture Capital Trust Association (VCTA). Investments Investments have included companies such as Crowdcube, Endomag, Freetrade, Graphcore, Revolut and Trustpilot Trustpilot Group plc, is a Danish consumer busi ...
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Privately-held Company
A privately held company (or simply a private company) is a company whose shares and related rights or obligations are not offered for public subscription or publicly negotiated in the respective listed markets, but rather the company's stock is offered, owned, traded, exchanged privately, or Over-the-counter (finance), over-the-counter. In the case of a closed corporation, there are a relatively small number of shareholders or company members. Related terms are closely-held corporation, unquoted company, and unlisted company. Though less visible than their public company, publicly traded counterparts, private companies have major importance in the world's economy. In 2008, the 441 list of largest private non-governmental companies by revenue, largest private companies in the United States accounted for ($1.8 trillion) in revenues and employed 6.2 million people, according to ''Forbes''. In 2005, using a substantially smaller pool size (22.7%) for comparison, the 339 companies on ...
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7 Nm Process
In semiconductor manufacturing, the International Technology Roadmap for Semiconductors defines the 7  nm process as the MOSFET technology node following the 10 nm node. It is based on FinFET (fin field-effect transistor) technology, a type of multi-gate MOSFET technology. Taiwan Semiconductor Manufacturing Company (TSMC) began production of 256 Mbit SRAM memory chips using a 7 nm process called N7 in June 2016, before Samsung began mass production of their 7 nm process called 7LPP devices in 2018. The first mainstream 7 nm mobile processor intended for mass market use, the Apple A12 Bionic, was released at Apple's September 2018 event. Although Huawei announced its own 7 nm processor before the Apple A12 Bionic, the Kirin 980 on August 31, 2018, the Apple A12 Bionic was released for public, mass market use to consumers before the Kirin 980. Both chips are manufactured by TSMC. AMD has released their "Rome" (EPYC 2) processors for servers ...
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Citadel LLC
Citadel LLC (formerly known as Citadel Investment Group, LLC) is an American multinational hedge fund and financial services company. Founded in 1990 by Kenneth C. Griffin, it has more than $50 billion in assets under management . The company has over 2,600 employees, with corporate headquarters in Miami, Florida, and offices throughout North America, Asia, and Europe. Founder, CEO and Co-CIO Kenneth C. Griffin owns approximately 85% of the firm. Citadel LLC is a separate entity from the market maker Citadel Securities, although both were founded and are owned by American financier Kenneth C. Griffin. History Kenneth Griffin started his trading career out of his dorm room at Harvard University in 1987 trading convertible bonds. As a sophomore, he traded convertible bonds and hooked a satellite dish to the roof of his dormitory. After graduating with a degree in economics, Griffin joined Chicago-based hedge fund Glenwood Partners. Citadel was started with $4.6 million in capit ...
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TSMC
Taiwan Semiconductor Manufacturing Company Limited (TSMC; also called Taiwan Semiconductor) is a Taiwanese multinational corporation, multinational semiconductor contract manufacturing and design company. It is the world's most valuable semiconductor company, the world's largest dedicated independent (Pure-play semiconductor foundry, pure-play) Foundry (electronics), semiconductor foundry, and one of Taiwan's largest companies, with its headquarters and main operations located in the Hsinchu Science Park in Hsinchu. It is majority owned by foreign investors. Founded in Taiwan in 1987 by Morris Chang, TSMC was the world's first dedicated semiconductor foundry and has long been the leading company in its field. When Chang retired in 2018, after 31 years of TSMC leadership, Mark Liu became chairman and C. C. Wei became Chief Executive. It has been listed on the Taiwan Stock Exchange (TWSE: 2330) since 1993; in 1997 it became the first Taiwanese company to be listed on the New York ...
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Artificial Neural Network
Artificial neural networks (ANNs), usually simply called neural networks (NNs) or neural nets, are computing systems inspired by the biological neural networks that constitute animal brains. An ANN is based on a collection of connected units or nodes called artificial neurons, which loosely model the neurons in a biological brain. Each connection, like the synapses in a biological brain, can transmit a signal to other neurons. An artificial neuron receives signals then processes them and can signal neurons connected to it. The "signal" at a connection is a real number, and the output of each neuron is computed by some non-linear function of the sum of its inputs. The connections are called ''edges''. Neurons and edges typically have a ''weight'' that adjusts as learning proceeds. The weight increases or decreases the strength of the signal at a connection. Neurons may have a threshold such that a signal is sent only if the aggregate signal crosses that threshold. Typically ...
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Microsoft Azure
Microsoft Azure, often referred to as Azure ( , ), is a cloud computing platform operated by Microsoft for application management via around the world-distributed data centers. Microsoft Azure has multiple capabilities such as software as a service (SaaS), platform as a service (PaaS) and infrastructure as a service (IaaS) and supports many different programming languages, tools, and frameworks, including both Microsoft-specific and third-party software and systems. Azure, announced at Microsoft's Professional Developers Conference (PDC) in October 2008, went by the internal project codename "Project Red Dog", and was formally released in February 2010 as Windows Azure, before being renamed Microsoft Azure on March 25, 2014. Services Microsoft Azure uses large-scale virtualization at Microsoft data centers worldwide and it offers more than 600 services. Compute services * Virtual machines, infrastructure as a service (IaaS) allowing users to launch general-purpose Mi ...
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Multiple Instruction, Multiple Data
In computing, multiple instruction, multiple data (MIMD) is a technique employed to achieve parallelism. Machines using MIMD have a number of processors that function asynchronously and independently. At any time, different processors may be executing different instructions on different pieces of data. MIMD architectures may be used in a number of application areas such as computer-aided design/computer-aided manufacturing, simulation, modeling, and as communication switches. MIMD machines can be of either shared memory or distributed memory categories. These classifications are based on how MIMD processors access memory. Shared memory machines may be of the bus-based, extended, or hierarchical type. Distributed memory machines may have hypercube or mesh interconnection schemes. Examples An example of MIMD system is Intel Xeon Phi, descended from Larrabee microarchitecture. These processors have multiple processing cores (up to 61 as of 2015) that can execute different instr ...
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Half-precision Floating-point Format
In computing, half precision (sometimes called FP16) is a binary (computing), binary floating-point computer number format that occupies 16 bits (two bytes in modern computers) in computer memory. It is intended for storage of floating-point values in applications where higher precision is not essential, in particular image processing and neural networks. Almost all modern uses follow the IEEE 754-2008 standard, where the 16-bit radix, base-2 format is referred to as binary16, and the exponent uses 5 bits. This can express values in the range ±65,504, with the minimum value above 1 being 1 + 1/1024. Depending on the computer, half-precision can be over an order of magnitude faster than double precision, e.g. 550 PFLOPS for half-precision vs 37 PFLOPS for double precision on one cloud provider. History Several earlier 16-bit floating point formats have existed including that of Hitachi's HD61810 DSP of 1982, Scott's WIF and the 3dfx Interactive, 3dfx Voodoo Graphics proc ...
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