2022年12月7日

1洛杉矶-(业务线)-BreezeML,能效高的机器学习的整体管理平台(ML)担保,今天宣布4美元的种子资金,由试验风险(BRV)开始Aster与参与合资企业,UpHonest资本,帽子戏法的资本。BreezeML帮助组织,大型和小型,通过部署和管理的整个生命周期毫升培训和推理的工作。开发人员只需注册工作(包括原有)通过任何毫升框架(例如,PyTorch TensorFlow),表明云他们希望上运行(如私有云,蔚蓝,EC2, GCP),并指定各种关于成本目标和约束,推理延迟,吞吐量的训练,等。从那里,BreezeML资源的研究支持平台规定,部署工作,并自动天平工作和管理集群来满足开发需求,同时保持成本降到最低。资金将帮助他们扩展他们的产品和支持社区贡献毫升。一方面,BreezeML允许开发者专注于他们的应用程序,而不用担心基础设施细节和工作管理。另一方面,它允许云经理有效地安排工作改善资源可用性,而不需要用户代码和工作细节。关键这是他们零代码更改策略在组织灌输信心:“乔布斯作为开发人员写的,运行在同一个框架编写的,”首席技术官说,拉维Netravali。“毫升工作经历无数轮的微调把事情,甚至可以产生明显的小调整对整体性能的影响。应对这个问题,我们不要问开发人员修改和优化他们的工作,我们肯定不会做任何编辑他们的核心逻辑。相反,我们真正在幕后操作,与编排Kubernetes这样的框架,和离开的核心逻辑应用程序开发人员。“平台中心移动推理和培训工作的能力,以适应环境变化。 The composition of available resources and jobs to run is always changing, but making those changes requires complex reasoning about the state of each job (to avoid excess work and ensure correctness). BreezeML’s core technology automates and enables rapid reconfiguration of jobs at any time, all the while ensuring that cost budgets and performance metrics are never violated. The effect is powerful: precious inference jobs can always be granted the resources they need to keep performance high in the face of fluctuating demands, while training jobs can continually be shuffled to make the best use of the scraps (keeping resource efficiency high). “Building on our years of research conducted at UCLA and Princeton University,” said CEO Harry Xu, “BreezeML started off strongly on its journey towards democratizing AI/ML and making it accessible to the non-FAANG community.” “As AI is making its way into all sectors of the industry, we are excited to see that BreezeML touches upon a huge pain point that every AI user is suffering from — the high infrastructure costs unaffordable to a lot of small and medium-sized companies,” commented Jimmy Shi, Venture Partner of BRV Aster, on their investment into BreezeML. “We also believe that their research-backed technologies are way beyond those available on the market, with great potentials to make ML productization truly an easy and breezy experience.” Contacts FOLLOW US Gaming Americas is part of Hipther Agency , the parent brand of several leading media outlets which serve a large variety of industries and sectors. We take pride in our work and continue to grow our palette of services and exposure options for leading brands around the world. Our team is committed to creating visibility of your business and the services you offer through digital media exposure and live events / conferences by building effective and stimulating environments that can serve as a platform to build your business and enhance customer relationships and experiences. Our events attract world-class experts, way seers, achievers and decision-makers, who are looking for solutions and innovations to help move their businesses forward. The official company (PROSHIRT SRL), has been listed for 4 years in a row among the top 3 Advertising and market research agencies in the local Top Business Romania Microcompanies based on its Financial Reports.