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| pipeline construction books: Pipeline Planning and Construction Field Manual E. Shashi Menon, 1978-06-26 Pipeline Planning and Construction Field Manual aims to guide engineers and technicians in the processes of planning, designing, and construction of a pipeline system, as well as to provide the necessary tools for cost estimations, specifications, and field maintenance. The text includes understandable pipeline schematics, tables, and DIY checklists. This source is a collaborative work of a team of experts with over 180 years of combined experience throughout the United States and other countries in pipeline planning and construction. Comprised of 21 chapters, the book walks readers through the steps of pipeline construction and management. The comprehensive guide that this source provides enables engineers and technicians to manage routine auditing of technical work output relative to technical input and established expectations and standards, and to assess and estimate the work, including design integrity and product requirements, from its research to completion. Design, piping, civil, mechanical, petroleum, chemical, project production and project reservoir engineers, including novices and students, will find this book invaluable for their engineering practices. - Back-of-the envelope calculations - Checklists for maintenance operations - Checklists for environmental compliance - Simulations, modeling tools and equipment design - Guide for pump and pumping station placement |
| pipeline construction books: Pipeline Design & Construction Mo Mohitpour, Hossein Golshan, Matthew Alan Murray, 2003 |
| pipeline construction books: Piping and Pipeline Calculations Manual Phillip Ellenberger, 2014-02-12 Piping and Pipeline Calculations Manual, Second Edition provides engineers and designers with a quick reference guide to calculations, codes, and standards applicable to piping systems. The book considers in one handy reference the multitude of pipes, flanges, supports, gaskets, bolts, valves, strainers, flexibles, and expansion joints that make up these often complex systems. It uses hundreds of calculations and examples based on the author's 40 years of experiences as both an engineer and instructor. Each example demonstrates how the code and standard has been correctly and incorrectly applied. Aside from advising on the intent of codes and standards, the book provides advice on compliance. Readers will come away with a clear understanding of how piping systems fail and what the code requires the designer, manufacturer, fabricator, supplier, erector, examiner, inspector, and owner to do to prevent such failures. The book enhances participants' understanding and application of the spirit of the code or standard and form a plan for compliance. The book covers American Water Works Association standards where they are applicable. |
| pipeline construction books: Pipeline Installation Amster K. Howard, 1996-01-01 |
| pipeline construction books: Trenchless Technology Mohammad Najafi, 2005-01-17 Trenchless technology allows for the installation or renewal of underground utility systems with minimum disruption of the surface. As water and wastewater systems age or must be redesigned in order to comply with environmental regulations, the demand for this technology has dramatically increased. This is a detailed reference covering construction details, design guidelines, environmental concerns, and the latest advances in equipment, methods, and materials. * Design and analysis procedures * Design equations * Risk assessment * Soil compatibility and more |
| pipeline construction books: API 1169 Pipeline Construction Inspector Examination Guidebook Craig Coutts, Paul Wilkinson, 2019-02-28 |
| pipeline construction books: Oil and Gas Pipelines in Nontechnical Language, 2nd Edition Thomas O. Miesner, William L. Leffler, 2020-07 A totally understandable view of pipeline inception, planning, construction, start-up, and operation. |
| pipeline construction books: Oil and Gas Pipeline Fundamentals John L. Kennedy, 1984 Not a pipeline design manual, but intended to familiarize those in other phases of the petroleum industry with a basic knowledge of oil and gas pipeline operations. Chapters discuss types of pipelines, pipe manufacture and coating, fundamentals of pipeline design, pumps and compressors, prime movers, construction practices and equipment, welding techniques, operation and control, maintenance and repair, metering and storage, inspection and rehabilitation, and pipeline regulation. Many illustrations are included. Annotation copyright by Book News, Inc., Portland, OR |
| pipeline construction books: A Quick Guide to Pipeline Engineering Duraid Alkazraji, 2007 |
| pipeline construction books: The Offshore Pipeline Construction Industry Mark J. Kaiser, 2020-04-08 The Offshore Pipeline Construction Industry: Activity Modeling and Cost Estimation in the United States Gulf of Mexico presents the latest technical concepts and economic calculations, helping engineers make better business decisions. The book covers flow assurance, development strategies on pipeline requirements and the construction service side with a global perspective. In addition, it focuses on one of the most underdeveloped, promising assets - the Gulf of Mexico. Pipeline construction and decommissioning estimation methods are examined with reliable data presented. A final section covers trends for oil, gas, bulk oil, bulk gas, service and umbilical pipelines for installation and decommissioning using correlation models. This book delivers a much-needed tool for the pipeline engineer to better understand the economical choices and alternatives to designing, constructing, and operating today's offshore pipelines. |
| pipeline construction books: Arctic Pipeline Planning Ramesh Singh, 2013-08-26 Utilize the most recent developments to combat challenges such as ice mechanics. The perfect companion for engineers wishing to learn state-of-the-art methods or further develop their knowledge of best practice techniques, Arctic Pipeline Planning provides a working knowledge of the technology and techniques for laying pipelines in the coldest regions of the world. Arctic Pipeline Planning provides must-have elements that can be utilized through all phases of arctic pipeline planning and construction. This includes information on how to: Solve challenges in designing arctic pipelines Protect pipelines from everyday threats such as ice gouging and permafrost Maintain safety and communication for construction workers while supporting typical codes and standards Covers such issues as land survey, trenching or above ground, environmental impact of construction Provides on-site problem-solving techniques utilized through all phases of arctic pipeline planning and construction Is packed with easy-to-read and understandable tables and bullet lists |
| pipeline construction books: Pipeline Geohazards Moness Rizkalla, Rodney Read, 2018-09 This book is the retitled second edition of the ASME book Pipeline Geo-Environmental Design and Geo-hazard Management (Rizkalla, 2008).--Introduction. |
| pipeline construction books: Petroleum Pipelines Sanjoy Chanda, 2013-03 Petroleum pipelines ensure the sustained availability of petroleum products all across the country. Pipelines transport petroleum products in a safe and efficient manner from refineries to demand areas. They also transport crude oil from import terminals as well as domestic sources to the inland refineries. India, being a developing nation, has a large network of petroleum pipelines. Economic growth and expansion of infrastructure in this country offer opportunities to better utilize the existing pipeline network. The construction of new pipelines extends this network further. This book introduces readers to the field of petroleum pipelines, describes the salient features of a pipeline and discusses how this system is superior to other modes of petroleum transportation. It provides a brief account on different types of fluids transported through pipelines and highlights their properties that affect pipeline design. The book details the actual design of a pipeline - from route selection, hydraulic, mechanical and other aspects of design and engineering. It also describes the operation and maintenance procedures required in the pipeline system to run at a level of efficiency equivalent to its design efficiency. Key features Covers design and engineering of pipelines Discusses deployment of personnel and construction equipment Deals with pre-commissioning and commissioning of pipelines Examines corrosion of steel pipelines running underground Describes in detail the operation and maintenance procedures |
| pipeline construction books: Pipeline Design & Construction Mo Mohitpour, Hossein Golshan, Matthew Alan Murray, 2000 This comprehensive book offers straightforward, practical techniques for pipeline design and construction, making it an ideal professional reference, training tool, or text for specialized college courses. The authors present the various elements that make up a single-phase liquid and gas pipeline system, including how to design, construct, commission, and assess pipelines and related facilities. They discuss gas and liquid transmission, compression, pumps, protection, and integrity, procurement services, and management of pipeline projects. More complex specialty fluids are also covered, including CO2, H2, slurry and multi-products. Where possible, the authors provide mathematical models and detailed case studies, along with application-oriented examples with sketches and descriptions of systems. References and bibliographical guides are provided for additional information and literature.Contents include: Metric Conversion Table * Elements of Pipeline Design * Pipeline Route Selection, Survey, and Geotechnical Guidelines * Natural Gas Transmission * Gas Compression and Coolers * Liquid Flow and Pumps * Transient * Flow in Liquid and Gas Pipelines * Pipeline Mechanical Design * Materials Selection and Quality Management * Pipeline Construction * Pipeline Integrity * Specialty Fluid Transmission * Glossary of Terms. Appendices: Route Selection for Project Successes: Addressing Feeling/Perception Issues * Impact of Different Gas and Pipeline Parameters on the Flow Efficiency of the Pipeline * Temperature Computations in Fluid Transmission Pipelines * Sample Calculations. |
| pipeline construction books: Oil and Gas Pipelines R. Winston Revie, 2015-04-20 A comprehensive and detailed reference guide on the integrity and safety of oil and gas pipelines, both onshore and offshore Covers a wide variety of topics, including design, pipe manufacture, pipeline welding, human factors, residual stresses, mechanical damage, fracture and corrosion, protection, inspection and monitoring, pipeline cleaning, direct assessment, repair, risk management, and abandonment Links modern and vintage practices to help integrity engineers better understand their system and apply up-to-date technology to older infrastructure Includes case histories with examples of solutions to complex problems related to pipeline integrity Includes chapters on stress-based and strain-based design, the latter being a novel type of design that has only recently been investigated by designer firms and regulators Provides information to help those who are responsible to establish procedures for ensuring pipeline integrity and safety |
| pipeline construction books: Trenchless Technology: Pipeline and Utility Design, Construction, and Renewal, Second Edition Mohammad Najafi, Sanjiv Gokhale, 2021-10-22 A fully updated guide to no-dig engineering This thoroughly revised reference covers the latest techniques and materials for high-demand trenchless technology in underground projects. The book offers complete details on new tools, techniques, and analysis methods that can save you thousands of dollars in costs and weeks of surface disruptions. Written by recognized experts in the field, Trenchless Technology Pipeline and Utility Design, Construction, and Renewal, Second Edition offers clear explanations of the various trenchless technologies available—from pipe ramming, microtunneling, horizontal auger boring, horizontal directional drilling, pilot tube, direct pipe; to cured-in-place pipe, spray applied pipe lining, pipe replacement (bursting) and sliplining. Readers will get complete instruction on how to choose the best method for the project at hand. Refreshed throughout to reflect current tools, techniques, and regulations Explains pipe materials, social and environmental costs, pipe jacking, pipeline and pipeline renewal with reference to NASSCO and ASTM standards, as well as relevant EPA guidelines Written by nation’s leading experts on the topic |
| pipeline construction books: Design and Construction of Laboratory Gas Pipelines James Moody, 2019-03-13 This new volume, Design and Construction of Laboratory Gas Pipelines: A Practical Reference for Engineers and Professionals, focuses on design and installation of laboratory gas pipelines. It instructs design engineers, laboratory managers, and installation technicians on how to source the information and specifications they require for the design and installation of laboratory gas systems suitable for their intended use. The current use of specifications predominantly taken from medical gas standards for this type of work is not always suitable; these standards are for use with medical grade gases that have a purity level of 99.5%. The purity levels required in laboratories, however, start at 99.9% for general industrial use through to 99.9995% (Ultra High Purity (UHP)) and higher. Regular medical gas standards are also unsuitable for use with the oxidizing, flammable, and, in some instances, toxic gases that are regularly encountered in laboratories. As need for gas purity increases, the methodology used to design a piping system must vary to meet those parameters, and this reference provides the necessary information and resources. There are no comprehensive single sources of technical references currently available in this market, states the author, and the generally supplied specifications provided to the construction industry are usually generic and not specifically targeted for the gases in use. The results provide extremely poor quality designs and, in some instances, unusable systems. With over 40 years of specialization in the industry from project management to systems design, testing, and commissioning of projects with values in excess of $15 million, the author comprehensively fills that gap with this rich resource. Key features • provides information on types of laboratories that use laboratory gases and the equipment needed • explains the various methods of construction and the materials used to ensure that the purity of the gases remains as supplied from the manufacturers • incorporates the design methodology used to meet the various requirements of the laboratory and the information required to ensure that the correct engineering is provided • presents information on the purity levels of the gases and the data on the equipment used for pipelines and compatibility issues • presents an example of a simple laboratory gas specification that provides guidelines on the information necessary to provide a set of design documents |
| pipeline construction books: Offshore Pipelines Shanhong Song, Ph.D., Ali Ghalambor, Jacob Chacko, Boyun Guo, PhD, 2013-10-27 The development of oil and gas fields offshore requires specialized pipeline equipment. The structures must be strong enough to with stand the harshest environments, and ensure that production is not interrupted and remains economically feasible. However, recent events in the Gulf of Mexico have placed a new importance on maintenance and reliability. This new section; Condition Based Maintenance (CBM), introduces the subject of maintenance to Offshore Pipelines: Design, Installation, Commissioning, 2nd Edition. Two of the main objectives of CBM is maximizing reliability while preventing major or minor equipment malfunction and minimizing maintenance costs. In this new section, the authors deal with the multi-objective condition based maintenance optimization problem. CBM provides two major advantages: (1) an efficient approach for weighting maintenance objectives, and (2) a method for specifying physical methods for achieving those objectives. Maintenance cost and reliability objectives are calculated based on proportional hazards model and a control limit CBM replacement policy. Written primarily for engineers and management personnel working on offshore and deepwater oil and gas pipelines, this book covers the fundamentals needed to design, Install, and commission pipeline projects. This new section along with a thorough update of the existing chapters represents a 30% increase in information over the previous edition. Covers offshore maintenance and maintenance support system Provides the fundamentals needed to design, Install, and commission pipeline project Methods and tools to deliver cost effective maintenance cost and system reliability |
| pipeline construction books: Transmission Pipeline Calculations and Simulations Manual E. Shashi Menon, 2014-12-27 Transmission Pipeline Calculations and Simulations Manual is a valuable time- and money-saving tool to quickly pinpoint the essential formulae, equations, and calculations needed for transmission pipeline routing and construction decisions. The manual's three-part treatment starts with gas and petroleum data tables, followed by self-contained chapters concerning applications. Case studies at the end of each chapter provide practical experience for problem solving. Topics in this book include pressure and temperature profile of natural gas pipelines, how to size pipelines for specified flow rate and pressure limitations, and calculating the locations and HP of compressor stations and pumping stations on long distance pipelines. - Case studies are based on the author's personal field experiences - Component to system level coverage - Save time and money designing pipe routes well - Design and verify piping systems before going to the field - Increase design accuracy and systems effectiveness |
| pipeline construction books: Pipeline Design for Installation by Horizontal Directional Drilling American Society of Civil Engineers. HDD Design Guideline Task Committee, 2005 This volume addresses the design of major pipeline or duct segments to be installed by horizontal directional drilling (HDD). This Manual of Practice, which covers topics specifically related to HDD installation, was prepared by a committee of senior engineers who are leaders in the development of HDD techniques and practices. HDD is a trenchless excavation method that is accomplished in three phases and uses a specialized horizontal drilling rig with ancillary tools and equipment. This Manual is meant to be a guide for design engineers with previous experience and knowledge of the HDD installation process and pipeline design methods. Topics covered include: predesign surveys; drilled path design; pipe design; construction impact; and as-built documentation. |
| pipeline construction books: Pipeline Engineering Henry Liu, 2003-05-28 Pipeline engineering has struggled to develop as a single field of study due to the wide range of industries and government organizations using different types of pipelines for all types of solids, liquids, and gases. This fragmentation has impeded professional development, job mobility, technology transfer, the diffusion of knowledge, and the move |
| pipeline construction books: New Pipeline Technologies, Security, and Safety Mohammad Najafi, American Society of Civil Engineers. Technical Committee on Trenchless Installation of Pipelines, 2003 This collection contains 200 papers presented at the ASCE International Conference on Pipeline Engineering and Construction, held in Baltimore, Maryland, July 13-16, 2003. |
| pipeline construction books: Horizontal Directional Drilling (HDD) David Willoughby, 2005-06-24 This is a complete sourcebook of information on Horizontal Directional Drilling, the installation of pipelines and utilities beneath obstacles such as water and roadways. HDD is a fast-growing technology in the trenchless industry. Provides technical information on the design, permitting, construction, bid documents, specifications, and construction of HDD applications Numerous HDD calculations with examples |
| pipeline construction books: Pipeline Construction Max Hosmanek, 1995 |
| pipeline construction books: Pipeline Rules of Thumb Handbook E. W. McAllister, 2005 |
| pipeline construction books: Subsea Pipeline Design, Analysis, and Installation Qiang Bai, Yong Bai, 2014-03-14 As deepwater wells are drilled to greater depths, pipeline engineers and designers are confronted with new problems such as water depth, weather conditions, ocean currents, equipment reliability, and well accessibility. Subsea Pipeline Design, Analysis and Installation is based on the authors' 30 years of experience in offshore. The authors provide rigorous coverage of the entire spectrum of subjects in the discipline, from pipe installation and routing selection and planning to design, construction, and installation of pipelines in some of the harshest underwater environments around the world. All-inclusive, this must-have handbook covers the latest breakthroughs in subjects such as corrosion prevention, pipeline inspection, and welding, while offering an easy-to-understand guide to new design codes currently followed in the United States, United Kingdom, Norway, and other countries. |
| pipeline construction books: Renewal of Potable Water Pipes American Society of Civil Engineers. Pipeline Infrastructure Committee, 2016 MOP 132 provides a detailed resource on planning, design, and construction using trenchless rehabilitation technologies for pipelines carrying drinking water. |
| pipeline construction books: Piping Calculations Manual Shashi Menon, 2005 This on-the-job resource is packed with all the formulas, calculations, and practical tips necessary to smoothly move gas or liquids through pipes, assess the feasibility of improving existing pipeline performance, or design new systems. Contents: Water Systems Piping * Fire Protection Piping Systems * Steam Systems Piping * Building Services Piping * Oil Systems Piping * Gas Systems Piping * Process Systems Piping * Cryogenic Systems Piping * Refrigeration Systems Piping * Hazardous Piping Systems * Slurry and Sludge Systems Piping * Wastewater and Stormwater Piping * Plumbing and Piping Systems * Ash Handling Piping Systems * Compressed Air Piping Systems * Compressed Gases and Vacuum Piping Systems * Fuel Gas Distribution Piping Systems |
| pipeline construction books: The Engineer's Guide to Plant Layout and Piping Design for the Oil and Gas Industries Geoff B. Barker, 2017-11-25 The Engineer's Guide to Plant Layout and Piping Design for the Oil and Gas Industries gives pipeline engineers and plant managers a critical real-world reference to design, manage, and implement safe and effective plants and piping systems for today's operations. This book fills a training void with complete and practical understanding of the requirements and procedures for producing a safe, economical, operable and maintainable process facility. Easy to understand for the novice, this guide includes critical standards, newer designs, practical checklists and rules of thumb. Due to a lack of structured training in academic and technical institutions, engineers and pipe designers today may understand various computer software programs but lack the fundamental understanding and implementation of how to lay out process plants and run piping correctly in the oil and gas industry. Starting with basic terms, codes and basis for selection, the book focuses on each piece of equipment, such as pumps, towers, underground piping, pipe sizes and supports, then goes on to cover piping stress analysis and the daily needed calculations to use on the job. |
| pipeline construction books: Pipe Stress Engineering Liang-Chuan Peng, Tsen-Loong Peng, 2009 An up-to-date and practical reference book on piping engineering and stress analysis, this book emphasizes three main concepts: using engineering common sense to foresee a potential piping stress problem, performing the stress analysis to confirm the problem, and lastly, optimizing the design to solve the problem. Systematically, the book proceeds from basic piping flexibility analyses, springer hanger selections, and expansion joint applications, to vibration stress evaluations and general dynamic analyses. Emphasis is placed on the interface with connecting equipment such as vessels, tanks, heaters, turbines, pumps and compressors. Chapters dealing with discontinuity stresses, special thermal problems and cross-country pipelines are also included. The book is ideal for piping engineers, piping designers, plant engineers, and mechanical engineers working in the power, petroleum refining, chemical, food processing, and pharmaceutical industries. It will also serve as a reference for engineers working in building and transportation services. It can be used as an advance text for graduate students in these fields. |
| pipeline construction books: Pipeline Populism Kai Bosworth, 2022-05-24 How contemporary environmental struggles and resistance to pipeline development became populist struggles Stunning Indigenous resistance to the Keystone XL and the Dakota Access pipelines has made global headlines in recent years. Less remarked on are the crucial populist movements that have also played a vital role in pipeline resistance. Kai Bosworth explores the influence of populism on environmentalist politics, which sought to bring together Indigenous water protectors and environmental activists along with farmers and ranchers in opposition to pipeline construction. Here Bosworth argues that populism is shaped by the affective infrastructures emerging from shifts in regional economies, democratic public-review processes, and scientific controversies. With this lens, he investigates how these movements wax and wane, moving toward or away from other forms of environmental and political ideologies in the Upper Midwest. This lens also lets Bosworth place populist social movements in the critical geographical contexts of racial inequality, nationalist sentiments, ongoing settler colonialism, and global empire--crucial topics when grappling with the tensions embedded in our era's immense environmental struggles. Pipeline Populism reveals the complex role populism has played in shifting interpretations of environmental movements, democratic ideals, scientific expertise, and international geopolitics. Its rich data about these grassroots resistance struggles include intimate portraits of the emotional spaces where opposition is first formed. Probing the very limits of populism, Pipeline Populism presents essential work for an era defined by a wave of people-powered movements around the world. |
| pipeline construction books: Best Practice Erosion and Sediment Control Grant Witheridge, 2008 This document has been developed to provide assistance to erosion and sediment control practitioners in the planning, design, installation and maintenance of erosion and sediment control measures on construction and building sites. |
| pipeline construction books: Manual of Practical Pipeline Construction Brian Schurr, |
| pipeline construction books: Manual of Practical Pipeline Construction Brian Schurr, 1982 |
| pipeline construction books: Task Force Report on Pipeline Construction Costs Canada. TASK FORCE ON PIPELINE CONSTRUCTION COSTS., Vernon L. Horte, 1981 |
| pipeline construction books: Pipe Line Construction Hosmanek M., 1984 |
| pipeline construction books: Best Management Practices for Pipeline Construction in Native Prairie Environments Marilyn Neville, Alberta. Alberta Environment, Alberta. Alberta Sustainable Resource Development, 2003-01-01 |
| pipeline construction books: Subsea Rigid Pipelines – Methods of Installation Eng-Bin Ng, 2019-07-16 This book is about the various methods of installing rigid subsea/submarine pipelines, such as the common methods using S-lay, J-lay, and reel-lay vessels. Other methods like the surface tow, bottom pull, and various other pipeline tow methods are also utilized. It also addresses supplementary activities required as part of a pipeline installation program, such as pipe manufacture and coating, seabed intervention, riser installation, pipeline precommissioning, and pipeline repairs. This book was written for students and newcomers to the oil and gas industry who have little or no knowledge of pipeline construction. Unlike other technical books on pipelines, this one does not address the detailed design of pipelines. Instead, it provides an overview of construction methodologies for subsea pipelines. As such, this book will provide the readers with a different perspective by providing a practical and illustrative approach to explain and illustrate how subsea pipelines can be installed through various methods. The author has used examples from some of his past projects. Where available, he also highlighted the various aspects of the work, and in some cases, he has provided the lessons that he learned from his past experiences so that readers may learn from the author’s experiences too. |
| pipeline construction books: Pipeline Rules of Thumb Handbook E.W. McAllister, 2015-06-02 This classic reference has built a reputation as the go to book to solve even the most vexing pipeline problems. Now in its seventh edition, Pipeline Rules of Thumb Handbook continues to set the standard by which all others are judged. The 7th edition features over 30% new and updated sections, reflecting the exponential changes in the codes, construction and equipment since the sixth edition. The seventh edition includes: recommended drill sizes for self-tapping screws, new ASTM standard reinforcing bars, calculations for calculating grounding resistance, national Electrical Code tables, Corilis meters, pump seals, progressive cavity pumps and accumulators for lubricating systems. * Shortcuts for pipeline construction, design, and engineering * Calculations methods and handy formulas * Turnkey solutions to the most vexing pipeline problems |
pipeline是什么？ - 知乎
比如pipeline，比如分层思想，比如设计模式，这是编程中最具魅力的地方，能让你有一种居高临下，指点江山的感觉。 一个框架如果使用了好的设计模式，好的分层会使得学习与使用的成本 …
深度学习论文中的pipeline 是什么意思？ - 知乎
深度学习的操作流水线，顾名思义。从数据开始，到模型，损失函数，优化算法到训练循环，推理输出一条龙服务。每个模块都有很多tricks，多做就有了pipeline
哪里有标准的机器学习术语(翻译)对照表？ - 知乎
流水线 (pipeline) 机器学习算法的基础架构。流水线包括收集数据、将数据放入训练数据文件、训练一个或多个模型，以及将模型导出到生产环境。 池化 (pooling) 将一个或多个由前趋的卷积 …
请问用ansys里的mesh划分网格报错是为什么? - 知乎
May 9, 2022 · mesh里面用了inflation和multizone两个命令，之前试简单模型就可以，换这个复杂的就报错
如何评价ModelScope，较hugging face如何？ - 知乎
然后可以去它的模型库里选一个你想用的模型，按照具体模型的文档完成调用就可以在你自己的电脑上运行了，一般就是调用pipeline，传入任务和模型名就差不多喽。
最好的PC端Android模拟器是哪个软件？ - 知乎
知乎，中文互联网高质量的问答社区和创作者聚集的原创内容平台，于 2011 年 1 月正式上线，以「让人们更好的分享知识、经验和见解，找到自己的解答」为品牌使命。知乎凭借认真、专业 …
推理大模型与普通大模型的区别是什么？ - 知乎
为此，他们设计了一个非常简单直观的提示（Prompt），类似于系统提示，贯穿于整个Pipeline： 请注意，他们明确提到推理过程应该在 标签之间进行，但没有具体说明推理过程应该 …
如何评价 DeepSeek 的 DeepSeek-V3 模型？ - 知乎
超大的 batch size 可能可以 makes pipeline parallel great again。 在此之前，我一直认为 pp 是相对鸡肋的并行方式，因为不管怎么优化 pp 算法，减小 bubble 的前提总是 micro batch 足够 …
为什么现在的LLM都是Decoder only的架构？ - 知乎
半年前差点被这个问题挂在面试现场的我. 现在想来，这个回答既不全面（没有主动提到T5那样的encoder-decoder架构，也忘了GLM、XLNET、PrefixLM等等其他架构），也没涉及到问题的 …
如何评价韩国科学技术院（KAIST）？ - 知乎
这门课的Lab还算不错，内容是用Verilog实现单周期，多周期还有pipeline的CPU，有一定挑战性但也不会太难，TA回复问题也非常及时。 但lecture讲的内容，跟考试考的难度差距巨大（期末 …
pipeline是什么？ - 知乎
比如pipeline，比如分层思想，比如设计模式，这是编程中最具魅力的地方，能让你有一种居高临下，指点江山的感觉。 一个框架如果使用了好的设计模式，好的分层会使得学习与使用的成本都 …
深度学习论文中的pipeline 是什么意思？ - 知乎
深度学习的操作流水线，顾名思义。从数据开始，到模型，损失函数，优化算法到训练循环，推理输出一条龙服务。每个模块都有很多tricks，多做就有了pipeline
哪里有标准的机器学习术语(翻译)对照表？ - 知乎
流水线 (pipeline) 机器学习算法的基础架构。流水线包括收集数据、将数据放入训练数据文件、训练一个或多个模型，以及将模型导出到生产环境。 池化 (pooling) 将一个或多个由前趋的卷积 …
请问用ansys里的mesh划分网格报错是为什么? - 知乎
May 9, 2022 · mesh里面用了inflation和multizone两个命令，之前试简单模型就可以，换这个复杂的就报错
如何评价ModelScope，较hugging face如何？ - 知乎
然后可以去它的模型库里选一个你想用的模型，按照具体模型的文档完成调用就可以在你自己的电脑上运行了，一般就是调用pipeline，传入任务和模型名就差不多喽。
最好的PC端Android模拟器是哪个软件？ - 知乎
知乎，中文互联网高质量的问答社区和创作者聚集的原创内容平台，于 2011 年 1 月正式上线，以「让人们更好的分享知识、经验和见解，找到自己的解答」为品牌使命。知乎凭借认真、专业 …
推理大模型与普通大模型的区别是什么？ - 知乎
为此，他们设计了一个非常简单直观的提示（Prompt），类似于系统提示，贯穿于整个Pipeline： 请注意，他们明确提到推理过程应该在 标签之间进行，但没有具体说明推理过程应该 …
如何评价 DeepSeek 的 DeepSeek-V3 模型？ - 知乎
超大的 batch size 可能可以 makes pipeline parallel great again。 在此之前，我一直认为 pp 是相对鸡肋的并行方式，因为不管怎么优化 pp 算法，减小 bubble 的前提总是 micro batch 足够 …
为什么现在的LLM都是Decoder only的架构？ - 知乎
半年前差点被这个问题挂在面试现场的我. 现在想来，这个回答既不全面（没有主动提到T5那样的encoder-decoder架构，也忘了GLM、XLNET、PrefixLM等等其他架构），也没涉及到问题的科 …
如何评价韩国科学技术院（KAIST）？ - 知乎
这门课的Lab还算不错，内容是用Verilog实现单周期，多周期还有pipeline的CPU，有一定挑战性但也不会太难，TA回复问题也非常及时。 但lecture讲的内容，跟考试考的难度差距巨大（期末 …
