Ugnius, Author at Cerebras https://www.cerebras.net/author/ugnius/ Thu, 21 Jul 2022 16:28:28 +0000 en-US hourly 1 https://wordpress.org/?v=6.3.2 https://www.cerebras.net/wp-content/uploads/2022/05/cropped-cerebras-logo-fav-32x32.png Ugnius, Author at Cerebras https://www.cerebras.net/author/ugnius/ 32 32 ISPD 2021 Benchmark Contest – Wafer Scale Physics Modeling https://www.cerebras.net/contest/ispd-2021-contest/ https://www.cerebras.net/contest/ispd-2021-contest/#respond Thu, 29 Oct 2020 22:27:48 +0000 https://cerebras.net/ispd-2021-contest/ A new frontier for partitioning, placement and routing

The ACM International Symposium on Physical Design (ISPD) in collaboration with Cerebras Systems is proud to organize the 2021 ISPD benchmark contest. The contest will run from January thru March 2021.

We…

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]]> https://www.cerebras.net/contest/ispd-2021-contest/feed/ 0 Pittsburgh Supercomputing Center Selects Cerebras to Power its New, Groundbreaking AI Supercomputer, Neocortex https://www.cerebras.net/blog/pittsburgh-supercomputing-center-selects-cerebras-to-power-its-new-groundbreaking-ai-supercomputer-neocortex/ https://www.cerebras.net/blog/pittsburgh-supercomputing-center-selects-cerebras-to-power-its-new-groundbreaking-ai-supercomputer-neocortex/#respond Tue, 09 Jun 2020 13:21:43 +0000 https://cerebras.net/pittsburgh-supercomputing-center-selects-cerebras-to-power-its-new-groundbreaking-ai-supercomputer-neocortex/ The National Science Foundation (NSF) recently announced an award for Pittsburgh Supercomputing Center (PSC) to deploy a new, high performance computing system to accelerate artificial intelligence (AI) for scientific research. The system, named Neocortex, is powered by two …

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]]> https://www.cerebras.net/blog/pittsburgh-supercomputing-center-selects-cerebras-to-power-its-new-groundbreaking-ai-supercomputer-neocortex/feed/ 0 Argonne National Laboratory and Cerebras Systems Leverage the World’s Fastest AI Supercomputer to Advance COVID-19 Research https://www.cerebras.net/blog/argonne-national-laboratory-and-cerebras-systems-leverage-the-worlds-fastest-ai-supercomputer-to-advance-covid-19-research/ https://www.cerebras.net/blog/argonne-national-laboratory-and-cerebras-systems-leverage-the-worlds-fastest-ai-supercomputer-to-advance-covid-19-research/#respond Wed, 13 May 2020 15:28:14 +0000 https://cerebras.net/argonne-national-laboratory-and-cerebras-systems-leverage-the-worlds-fastest-ai-supercomputer-to-advance-covid-19-research/ In November 2019, the U.S. Department of Energy’s Argonne National Laboratory (ANL) and Cerebras Systems, a leader in artificial intelligence (AI) compute, announced a partnership to explore how deep learning can advance research in cancer, traumatic brain injury and…

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]]> https://www.cerebras.net/blog/argonne-national-laboratory-and-cerebras-systems-leverage-the-worlds-fastest-ai-supercomputer-to-advance-covid-19-research/feed/ 0 Neural Network Batch Size and Parallelism at Wafer Scale https://www.cerebras.net/blog/data-model-pipeline-parallel-training-neural-networks/ https://www.cerebras.net/blog/data-model-pipeline-parallel-training-neural-networks/#comments Fri, 03 Apr 2020 18:11:49 +0000 https://cerebras.net/data-model-pipeline-parallel-training-neural-networks/ As neural networks grow in size and computational demand, scaling across large, distributed systems is the dominant approach to keeping training times in check. Recent state of the art models in areas covering computer vision, natural language processing and reinforcement…

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]]> https://www.cerebras.net/blog/data-model-pipeline-parallel-training-neural-networks/feed/ 1 Error Compensation Mechanism in Online Normalization https://www.cerebras.net/machine-learning/error-compensation-mechanism-in-online-normalization/ https://www.cerebras.net/machine-learning/error-compensation-mechanism-in-online-normalization/#respond Fri, 03 Apr 2020 15:54:07 +0000 https://cerebras.net/error-compensation-mechanism-in-online-normalization/ Online Normalization [1] is a normalization technique that uses moving average statistics to normalize activations in a neural network. As we have shown in our NeurIPS2019 paper, Online Normalization outperforms or is competitive with state of the art normalization…

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]]> https://www.cerebras.net/machine-learning/error-compensation-mechanism-in-online-normalization/feed/ 0 Introducing the Cerebras CS-1, the Industry’s Fastest Artificial Intelligence Computer https://www.cerebras.net/blog/introducing-the-cerebras-cs-1-the-industrys-fastest-artificial-intelligence-computer/ https://www.cerebras.net/blog/introducing-the-cerebras-cs-1-the-industrys-fastest-artificial-intelligence-computer/#respond Tue, 19 Nov 2019 13:20:28 +0000 https://cerebras.net/introducing-the-cerebras-cs-1-the-industrys-fastest-artificial-intelligence-computer/ …

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]]> https://www.cerebras.net/blog/introducing-the-cerebras-cs-1-the-industrys-fastest-artificial-intelligence-computer/feed/ 0 Cerebras speaks at the TensorFlow World 2019 Conference https://www.cerebras.net/blog/cerebras-speaks-at-the-tensorflow-world-2019-conference/ https://www.cerebras.net/blog/cerebras-speaks-at-the-tensorflow-world-2019-conference/#respond Thu, 31 Oct 2019 18:05:04 +0000 https://cerebras.net/cerebras-speaks-at-the-tensorflow-world-2019-conference/ On October 30th at TensorFlow World, my colleague Manjunath Kudlur and I were honored to speak publicly for the first time about the Cerebras software stack. This stack links deep learning researchers to the massive compute capabilities of the Wafer …

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]]> https://www.cerebras.net/blog/cerebras-speaks-at-the-tensorflow-world-2019-conference/feed/ 0 A Fantastic Month for Cerebras https://www.cerebras.net/blog/an-amazing-month/ https://www.cerebras.net/blog/an-amazing-month/#respond Fri, 27 Sep 2019 20:22:54 +0000 https://cerebras.net/an-amazing-month/ This month, we at Cerebras Systems continued to build on the momentum from our first public reveal of the world’s largest chip, the Wafer Scale Engine (WSE) at HotChips 2019.

I am proud to announce our first customers, Argonne…

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]]> https://www.cerebras.net/blog/an-amazing-month/feed/ 0 Employee Spotlight: Grace H (Carnegie Mellon and Stanford alum) https://www.cerebras.net/culture/employee-spotlight-grace-h-carnegie-mellon-and-stanford-alum/ https://www.cerebras.net/culture/employee-spotlight-grace-h-carnegie-mellon-and-stanford-alum/#respond Sun, 15 Sep 2019 04:35:18 +0000 https://cerebras.net/employee-spotlight-grace-h-carnegie-mellon-and-stanford-alum/ Q: Where did you go to school and when did you know you wanted to be an engineer?

A: I went to Stanford for undergrad and CMU for graduate school. In between undergrad and grad degrees, I worked for a…

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]]> https://www.cerebras.net/culture/employee-spotlight-grace-h-carnegie-mellon-and-stanford-alum/feed/ 0 Wafer-Scale Processors: The Time Has Come https://www.cerebras.net/blog/wafer-scale-processors-the-time-has-come/ https://www.cerebras.net/blog/wafer-scale-processors-the-time-has-come/#respond Fri, 06 Sep 2019 21:11:13 +0000 https://cerebras.net/wafer-scale-processors-the-time-has-come/ What is wafer-scale integration?

Let’s begin with the concepts of wafers and integration — the basics of chip making.

Silicon chips are made in chip fabrication facilities, or fabs, owned by Intel, or Taiwan Semiconductor (TSMC), Samsung, or a few…

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]]> https://www.cerebras.net/blog/wafer-scale-processors-the-time-has-come/feed/ 0 Wafer Scale Engine: Why We Need Big Chips for Deep Learning https://www.cerebras.net/blog/cerebras-wafer-scale-engine-why-we-need-big-chips-for-deep-learning/ https://www.cerebras.net/blog/cerebras-wafer-scale-engine-why-we-need-big-chips-for-deep-learning/#comments Wed, 28 Aug 2019 17:29:53 +0000 https://cerebras.net/cerebras-wafer-scale-engine-why-we-need-big-chips-for-deep-learning/ The Need for Speed

Deep learning has emerged as the most important computational workload of our generation. Tasks that historically were the sole domain of humans are now routinely performed by computers at human or superhuman levels.

Deep learning is…

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]]> https://www.cerebras.net/blog/cerebras-wafer-scale-engine-why-we-need-big-chips-for-deep-learning/feed/ 1 Wafer-Scale Deep Learning (Hot Chips 2019 Presentation) https://www.cerebras.net/blog/wafer-scale-deep-learning-hot-chips-2019-presentation/ https://www.cerebras.net/blog/wafer-scale-deep-learning-hot-chips-2019-presentation/#respond Fri, 23 Aug 2019 21:31:26 +0000 https://cerebras.net/wafer-scale-deep-learning-hot-chips-2019-presentation/ …

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]]> https://www.cerebras.net/blog/wafer-scale-deep-learning-hot-chips-2019-presentation/feed/ 0 Introducing Cerebras Systems https://www.cerebras.net/blog/introducing-cerebras-systems/ https://www.cerebras.net/blog/introducing-cerebras-systems/#respond Mon, 19 Aug 2019 12:30:29 +0000 https://cerebras.net/introducing-cerebras-systems/ Cerebras Systems is a team of pioneering computer architects, computer scientists, deep learning researchers, and engineers of all types who love doing fearless engineering. We have come together to build a new class of computer to accelerate deep learning. 

Today,…

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