Bo Yuan: 'Algorithm and Hardware Co-Design for Efficient Deep Learning:Sparse and...'

preview_player
Показать описание
Session III: Edge Computing Technology & Applications

Title: "Algorithm and Hardware Co-Design for Efficient Deep Learning: Sparse and Low-rank Perspective"

Date: December 9, 2021

Speaker: Bo Yuan
Rutgers University
  1. WINLAB
Рекомендации по теме
Bo Yuan: 'Algorithm 0:24:02

Bo Yuan: 'Algorithm and Hardware Co-Design for Efficient Deep Learning:Sparse and...'

Bo Yuan: Exploration 0:30:52

Bo Yuan: Exploration of Deep Learning in Physical Layer Design

Elegant and Effective 0:58:05

Elegant and Effective Co-design of Machine-Learning Algorithms and Hardware Accelerators (ROAD4NN)

Clip: Dr. Ouyang 0:01:28

Clip: Dr. Ouyang on Practical Considerations when Integrating ZPrize Optimizations into Arkworks

Guest Lecture on 1:04:38

Guest Lecture on Computer Vision Algorithms and Hardware Implementation (eYRC 2021-22)

USENIX ATC '22 0:17:14

USENIX ATC '22 - Faith: An Efficient Framework for Transformer Verification on GPUs

ISCA'23 - Lightning 0:03:06

ISCA'23 - Lightning Talks - Session5B - ETTE: Efficient Tensor-Train-based Computing Engine for...

From DSLs to 0:05:51

From DSLs to Accelerator-Rich Platform Implementations: Addressing the Mapping Gap (LATTE 2021)

Post-Quantum Cryptography in 0:50:00

Post-Quantum Cryptography in Software I (CHES 2023)

[REFAI Seminar 03/23/21] 1:06:55

[REFAI Seminar 03/23/21] Efficient DNN Algorithms, Accelerators and Automated Tools

ICCAD'21 Keynote: Efficient 1:01:05

ICCAD'21 Keynote: Efficient Computing for AI and Robotics: From Hardware Accelerators to Alg. D...

USENIX ATC '23 0:18:26

USENIX ATC '23 - TC-GNN: Bridging Sparse GNN Computation and Dense Tensor Cores on GPUs

DNN 2021: Lecture 0:54:15

DNN 2021: Lecture 5 Hardware

Sparse Tensor Accelerator 0:06:01

Sparse Tensor Accelerator Modeling Tutorial @ ISCA 2021 [Part 1] (1/7)

Sparse Tensor Accelerator 0:21:45

Sparse Tensor Accelerator Modeling Tutorial @ ISCA 2021 [Part 1] (7/7)

Arm Tech Talk: 0:51:46

Arm Tech Talk: Restructurable Activation Networks: New Direction in Hardware-Efficient Deep Learning

Production-Ready AI Platform 0:38:38

Production-Ready AI Platform on Kubernetes - Yuan Tang, Red Hat

The Role of 0:29:57

The Role of Deep Learning in Communication Systems

How exactly does 0:04:40

How exactly does binary code work? - José Américo N L F de Freitas

Jakob Hoydis - 0:53:59

Jakob Hoydis - Recent Progress in End-to-End Learning for the Physical Layer

Sparse Tensor Accelerator 0:21:51

Sparse Tensor Accelerator Modeling Tutorial @ ISCA 2021 [Part 2] (6/6)

[VCC-ALIFE 2024] Text2Robot: 0:03:41

[VCC-ALIFE 2024] Text2Robot: Evolutionary Robot Design from Text Descriptions

OSDI '23 - 0:15:19

OSDI '23 - MGG: Accelerating Graph Neural Networks with Fine-Grained Intra-Kernel Communication...

Boyuan Chen & 1:05:38

Boyuan Chen & Hod Lipson 'Self-Modeling of Robot Morphologies'