Jove
Visualize
联系我们
JoVE
x logofacebook logolinkedin logoyoutube logo
关于 JoVE
概览领导团队博客JoVE 帮助中心
作者
出版流程编辑委员会范围与政策同行评审常见问题投稿
图书馆员
用户评价订阅访问资源图书馆顾问委员会常见问题
研究
JoVE JournalMethods CollectionsJoVE Encyclopedia of Experiments存档
教育
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab Manual教师资源中心教师网站
使用条款与条件
隐私政策
政策

相关概念视频

Parallel Processing01:20

Parallel Processing

252
The brain processes sensory information rapidly due to parallel processing, which involves sending data across multiple neural pathways at the same time. This method allows the brain to manage various sensory qualities, such as shapes, colors, movements, and locations, all concurrently. For instance, when observing a forest landscape, the brain simultaneously processes the movement of leaves, the shapes of trees, the depth between them, and the various shades of green. This enables a quick and...
252
Fast Decoupled and DC Powerflow01:24

Fast Decoupled and DC Powerflow

303
The fast decoupled power flow method addresses contingencies in power system operations, such as generator outages or transmission line failures. This method provides quick power flow solutions, essential for real-time system adjustments. Fast decoupled power flow algorithms simplify the Jacobian matrix by neglecting certain elements, leading to two sets of decoupled equations:
303
Maxwell-Boltzmann Distribution: Problem Solving01:20

Maxwell-Boltzmann Distribution: Problem Solving

1.8K
Individual molecules in a gas move in random directions, but a gas containing numerous molecules has a predictable distribution of molecular speeds, which is known as the Maxwell-Boltzmann distribution, f(v).
This distribution function f(v) is defined by saying that the expected number N (v1,v2) of particles with speeds between v1 and v2 is given by
1.8K
Ampere-Maxwell's Law: Problem-Solving01:17

Ampere-Maxwell's Law: Problem-Solving

774
A parallel-plate capacitor with capacitance C, whose plates have area A and separation distance d, is connected to a resistor R and a battery of voltage V. The current starts to flow at t = 0. What is the displacement current between the capacitor plates at time t? From the properties of the capacitor, what is the corresponding real current?
To solve the problem, we can use the equations from the analysis of an RC circuit and Maxwell's version of Ampère's law.
For the first part of...
774
Neural Circuits01:25

Neural Circuits

1.6K
Neural circuits and neuronal pools are two of the main structures found in the nervous system. Neural circuits are networks of neurons that work together to carry out a specific task or process. They consist of interconnected neurons and glial cells, which provide structural and metabolic support.
Neuronal pools are collections of nerve cells with similar functions and interact through chemical and electrical signals. These pools include both interneurons (the central neural circuit nodes that...
1.6K
Multimachine Stability01:25

Multimachine Stability

235
Multimachine stability analysis is crucial for understanding the dynamics and stability of power systems with multiple synchronous machines. The objective is to solve the swing equations for a network of M machines connected to an N-bus power system.
In analyzing the system, the nodal equations represent the relationship between bus voltages, machine voltages, and machine currents. The nodal equation is given by:
235

您也可能阅读

相关文章

通过共同作者、期刊和引用图与本文相关的文章。

排序
Same author

PET-MR Examination in Diagnosing Bone Metastases in Prostate Cancer.

Cancer management and research·2026
Same author

O-GlcNAcylation licenses RNF166 to degrade the M protein of porcine coronaviruses.

PLoS pathogens·2026
Same author

The therapeutic effect of nicotinamide riboside chloride on ameliorating alcohol-induced neuronal damage with a focus on mitochondrial unfolded protein response and mitophagy.

Genes & diseases·2026
Same author

Population-Specific 3D/4D Transperineal Ultrasound Reference Values and Cutoffs Associated With Pelvic Organ Prolapse in Chinese Women.

Ultrasound in medicine & biology·2026
Same author

AAV-mediated long-term TBX18 expression causes cardiac fibrosis and fails to induce pacemaker activity in rodents.

The Journal of clinical investigation·2026
Same author

Predicting Harm: A Systematic Review of Pediatric Pressure Injury Models and Their Clinical Shortcomings.

Advances in wound care·2026
Same journal

Exploiting audio-visual modalities in videos: Object detection via multi-stage bilateral coupling network.

Neural networks : the official journal of the International Neural Network Society·2026
Same journal

Reliability-aware modality completion with cross-modal distillation for federated learning with missing modalities.

Neural networks : the official journal of the International Neural Network Society·2026
Same journal

IGFD-Net: Illumination-guided frequency decoupling for polarization image fusion.

Neural networks : the official journal of the International Neural Network Society·2026
Same journal

Multiple-Strategies dung beetle optimizer and its applications in engineering optimization and bankruptcy prediction.

Neural networks : the official journal of the International Neural Network Society·2026
Same journal

Aggregating global-scale pixel-wise forgery cues within a graph.

Neural networks : the official journal of the International Neural Network Society·2026
Same journal

Finite-Time intermittent control for secure synchronization of Neutral-Type stochastic delayed neural networks under aperiodic DoS attacks.

Neural networks : the official journal of the International Neural Network Society·2026
查看所有相关文章

相关实验视频

Updated: Sep 18, 2025

Author Spotlight: Addressing Technical and Subjective Challenges in Measuring Classroom Attention
06:37

Author Spotlight: Addressing Technical and Subjective Challenges in Measuring Classroom Attention

Published on: December 15, 2023

4.1K

ESCAN:高效的GPU共享用于级联神经网络推断.

Jianan Wang1, Yang Shi1, Zhaoyun Chen1

  • 1National University of Defense Technology, Deya Road, Changsha, 410000, Hunan, China; Key Laboratory of Advanced Microprocessor Chips and Systems, Deya Road, Changsha, 410000, Hunan, China.

Neural networks : the official journal of the International Neural Network Society
|June 20, 2025
PubMed
概括
此摘要是机器生成的。

我们开发了ESCAN,一种用于级联神经网络的GPU共享框架,以提高推断效率. 通过早期退出机制来平衡资源收益,ESCAN优化了设备共享,从而增强了低延迟服务.

关键词:
级联神经网络是一个级联神经网络.在GPU共享,GPU共享.推理服务推理服务.在MPS中,MPS是MPS.资源分配资源的分配.

更多相关视频

Computational Reconstruction of Pancreatic Islets as a Tool for Structural and Functional Analysis
07:58

Computational Reconstruction of Pancreatic Islets as a Tool for Structural and Functional Analysis

Published on: March 9, 2022

1.7K

相关实验视频

Last Updated: Sep 18, 2025

Author Spotlight: Addressing Technical and Subjective Challenges in Measuring Classroom Attention
06:37

Author Spotlight: Addressing Technical and Subjective Challenges in Measuring Classroom Attention

Published on: December 15, 2023

4.1K
Computational Reconstruction of Pancreatic Islets as a Tool for Structural and Functional Analysis
07:58

Computational Reconstruction of Pancreatic Islets as a Tool for Structural and Functional Analysis

Published on: March 9, 2022

1.7K

科学领域:

  • 计算机科学 计算机科学
  • 人工智能的人工智能
  • 机器学习 机器学习

背景情况:

  • 级联模型在工业部署中平衡了效率和准确性.
  • 低延迟服务要求优化执行效率和设备利用率.
  • 现有的GPU共享 (多处理服务) 由于早期退出和执行顺序而与级联模型扎.

研究的目的:

  • 为应对将GPU共享应用于级联神经网络的挑战.
  • 提出一个框架,优化级联模型的推理效率.
  • 为了提高设备利用率并减少基于云计算的推断服务的延迟.

主要方法:

  • 分析了级联神经网络特征和设备共享技术.
  • 开发ESCAN,一种用于在线推断的GPU共享优化框架.
  • 在PyTorch中集成的退出比率意识批量并行执行和资源分配算法.

主要成果:

  • 与并行执行相比,ESCAN平均提高了19.53%的推断效率.
  • 显著提高搜索计算资源分配方案的效率.
  • 通过有效的GPU共享优化计算资源利用.

结论:

  • 在级联神经网络中,ESCAN为GPU共享优化提供了有效的解决方案.
  • 在设备共享收益和早期退出计算浪费之间实现平衡.
  • 使用级联模型为交互式在线服务提供低延迟,高精度的优化.