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2024/02/28 11:58:38

Chips for artificial intelligence

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Neuromorphic processors

Main article: Neuromorphic processors

Chronicle

2024

The world's first language processor is presented. It will revolutionize the AI market

At the end of February 2024 startup Groq , he introduced a specialized LPU (Language Processing Unit) processor designed to speed up the work of large language models (LLM). The product is expected to revolutionize the market. artificial intelligence More. here

Memory sharpened for AI has been released. It is 50% faster and denser than analogues

On February 27, 2024, Samsung announced high-bandwidth memory HBM3E a new generation that is designed for use in artificial intelligence systems. The products are said to be more than 50% superior to previously released similar products in terms of data transfer rate and capacity. Read more here.

2022: Hindus create processor that is 100 times faster than GPU for data centers

On February 2, 2022, the Indian company Qpisemi announced sales of processors specifically for applications related to artificial intelligence - AI 2.0. They, according to the developers, are 100 times more powerful than GPUs used in data centers. It is assumed that this technology will contribute to the development of technology in the field of bioinformatics, drug discovery, machine intelligence modeling and production optimization. Read more here.

2020: Created the most powerful processor for artificial intelligence. It has a trillion transistors and 381 thousand cores

At the end of November 2020, Cerebras engineers presented the most powerful processor for artificial intelligence with 381 thousand cores. This solution has already begun to be used by the company's customers. Read more here.

2019: Intel unveils Nervana Neural Network Processors to train neural networks

On November 13, 2019, the company Intel introduced the Intel Nervana Neural Network Processors (NNP) for Training (neural networks NNP-T1000) and Logic Inference (NNP-I1000) accelerators. These first Intel Specialized Chips (ASICs) for complex tasks machine learning with good scalability and efficiency are designed for customers developing cloudy technology and. data centers In addition, Intel introduced the Intel Movidius Myriad generation of visual processors (Vision Processing Unit or VPU) for processing media data on peripherals, building stand-alone systems computer vision , and building logical leads. More. here

2018

Intel plans to squeeze Nvidia into the neural network chip market

As of 2018, almost all applications, one way or another related to neural networks, run on Nvidia servers, and if otherwise, still on Nvidia GPUs. But there is a serious chance that Nvidia's monopoly will be broken by Intel's efforts. A competitor capable of squeezing, or maybe even shifting, the GPU from the position of leader will be the new, unparalleled Intel Nervana Neural Network Processor (NNP) processors. They, as the name suggests, include intellectual property acquired by Intel with Nervana in 2016 (more).

Amazon develops AI chips

In February 2018, it became known about the development of Amazon's own chips. They focus on computational tasks related to artificial intelligence (AI). Read more here.

Notes