Accelerating Diffusion Models with Parallel Sampling: Inference at Sub-Linear Time Complexity
Fuente:
arXiv
Saved in:
| Main Authors: | Chen, Haoxuan, Ren, Yinuo, Ying, Lexing, Rotskoff, Grant M. |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Sampling on Metric Graphs
by: Dwaraknath, Rajat Vadiraj, et al.
Published: (2025)
by: Dwaraknath, Rajat Vadiraj, et al.
Published: (2025)
How Discrete and Continuous Diffusion Meet: Comprehensive Analysis of Discrete Diffusion Models via a Stochastic Integral Framework
by: Ren, Yinuo, et al.
Published: (2024)
by: Ren, Yinuo, et al.
Published: (2024)
Parallel Simulation for Log-concave Sampling and Score-based Diffusion Models
by: Zhou, Huanjian, et al.
Published: (2024)
by: Zhou, Huanjian, et al.
Published: (2024)
A Distributed Block Chebyshev-Davidson Algorithm for Parallel Spectral Clustering
by: Pang, Qiyuan, et al.
Published: (2022)
by: Pang, Qiyuan, et al.
Published: (2022)
Improved Analysis of the Accelerated Noisy Power Method with Applications to Decentralized PCA
by: Aguié, Pierre, et al.
Published: (2026)
by: Aguié, Pierre, et al.
Published: (2026)
A Parallel in Time Algorithm Based on ParaExp for Optimal Control Problems
by: Kwok, Felix, et al.
Published: (2024)
by: Kwok, Felix, et al.
Published: (2024)
A Unified Approach to Analysis and Design of Denoising Markov Models
by: Ren, Yinuo, et al.
Published: (2025)
by: Ren, Yinuo, et al.
Published: (2025)
TTrace: Lightweight Error Checking and Diagnosis for Distributed Training
by: Jiang, Haitian, et al.
Published: (2025)
by: Jiang, Haitian, et al.
Published: (2025)
Distributed computing for physics-based data-driven reduced modeling at scale: Application to a rotating detonation rocket engine
by: Farcas, Ionut-Gabriel, et al.
Published: (2024)
by: Farcas, Ionut-Gabriel, et al.
Published: (2024)
Towards a GPU-Parallelization of the neXtSIM-DG Dynamical Core
by: Jendersie, Robert, et al.
Published: (2024)
by: Jendersie, Robert, et al.
Published: (2024)
Neural Acceleration of Incomplete Cholesky Preconditioners
by: Booth, Joshua Dennis, et al.
Published: (2024)
by: Booth, Joshua Dennis, et al.
Published: (2024)
Parallel Sparse and Data-Sparse Factorization-based Linear Solvers
by: Li, Xiaoye Sherry, et al.
Published: (2026)
by: Li, Xiaoye Sherry, et al.
Published: (2026)
Parallel simulation and adaptive mesh refinement for 3D elastostatic contact mechanics problems between deformable bodies
by: Epalle, Alexandre, et al.
Published: (2025)
by: Epalle, Alexandre, et al.
Published: (2025)
Hierarchical Transformer Preconditioning for Interactive Physics Simulation
by: Osborne, Carl, et al.
Published: (2026)
by: Osborne, Carl, et al.
Published: (2026)
GPU Accelerated Implicit Kinetic Meshfree Method based on Modified LU-SGS
by: Verma, Mayuri, et al.
Published: (2024)
by: Verma, Mayuri, et al.
Published: (2024)
Parallel GPU-Accelerated Randomized Construction of Approximate Cholesky Preconditioners
by: Liang, Tianyu, et al.
Published: (2025)
by: Liang, Tianyu, et al.
Published: (2025)
SUNDIALS Time Integrators for Exascale Applications with Many Independent ODE Systems
by: Balos, Cody J., et al.
Published: (2024)
by: Balos, Cody J., et al.
Published: (2024)
Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training and Inference
by: Luo, Shuqing, et al.
Published: (2025)
by: Luo, Shuqing, et al.
Published: (2025)
DHO$_2$: Accelerating Distributed Hybrid Order Optimization via Model Parallelism and ADMM
by: Gu, Shunxian, et al.
Published: (2025)
by: Gu, Shunxian, et al.
Published: (2025)
A Reexamination of the Communication Bandwidth Cost Analysis of A Parallel Recursive Algorithm for Solving Triangular Systems of Linear Equations
by: Tang, Yuan
Published: (2024)
by: Tang, Yuan
Published: (2024)
Portable, Massively Parallel Implementation of a Material Point Method for Compressible Flows
by: Baioni, Paolo Joseph, et al.
Published: (2024)
by: Baioni, Paolo Joseph, et al.
Published: (2024)
Decomposing Solution Sets of Polynomial Systems: A New Parallel Monodromy Breakup Algorithm
by: Leykin, Anton, et al.
Published: (2005)
by: Leykin, Anton, et al.
Published: (2005)
Parallelization of Software Systems Test Case Selection Algorithm Based on Singular Value Decomposition
by: Moghaddam, Mahdi Movahedian
Published: (2022)
by: Moghaddam, Mahdi Movahedian
Published: (2022)
Error Analysis of Matrix Multiplication Emulation Using Ozaki-II Scheme
by: Uchino, Yuki, et al.
Published: (2026)
by: Uchino, Yuki, et al.
Published: (2026)
Two-Stage Block Orthogonalization to Improve Performance of $s$-step GMRES
by: Yamazaki, Ichitaro, et al.
Published: (2024)
by: Yamazaki, Ichitaro, et al.
Published: (2024)
Teaching An Old Dog New Tricks: Porting Legacy Code to Heterogeneous Compute Architectures With Automated Code Translation
by: Nytko, Nicolas, et al.
Published: (2025)
by: Nytko, Nicolas, et al.
Published: (2025)
A simple GPU implementation of spectral-element methods for solving 3D Poisson type equations on rectangular domains and its applications
by: Liu, Xinyu, et al.
Published: (2023)
by: Liu, Xinyu, et al.
Published: (2023)
On some orthogonalization schemes in Tensor Train format
by: Coulaud, Olivier, et al.
Published: (2022)
by: Coulaud, Olivier, et al.
Published: (2022)
Asymptotic Analysis of a Leader Election Algorithm
by: Lavault, Christian, et al.
Published: (2006)
by: Lavault, Christian, et al.
Published: (2006)
Cucheb: A GPU implementation of the filtered Lanczos procedure
by: Aurentz, Jared L., et al.
Published: (2024)
by: Aurentz, Jared L., et al.
Published: (2024)
Random-sketching Techniques to Enhance the Numerical Stability of Block Orthogonalization Algorithms for s-step GMRES
by: Yamazaki, Ichitaro, et al.
Published: (2025)
by: Yamazaki, Ichitaro, et al.
Published: (2025)
RAPTOR: Practical Numerical Profiling of Scientific Applications
by: Hoerold, Faveo, et al.
Published: (2025)
by: Hoerold, Faveo, et al.
Published: (2025)
Residual-Weighted Randomized Jacobi: Sharpened Bounds via Residual Concentration and Asynchronous Extension
by: Coleman, Evan
Published: (2026)
by: Coleman, Evan
Published: (2026)
Algebraic Temporal Blocking for Sparse Iterative Solvers on Multi-Core CPUs
by: Alappat, Christie, et al.
Published: (2023)
by: Alappat, Christie, et al.
Published: (2023)
CG-Kit: Code Generation Toolkit for Performant and Maintainable Variants of Source Code Applied to Flash-X Hydrodynamics Simulations
by: Rudi, Johann, et al.
Published: (2024)
by: Rudi, Johann, et al.
Published: (2024)
Modifying the Asynchronous Jacobi Method for Data Corruption Resilience
by: Vogl, Christopher J., et al.
Published: (2022)
by: Vogl, Christopher J., et al.
Published: (2022)
DiffPhD: A Unified Differentiable Solver for Projective Heterogeneous Materials in Elastodynamics with Contact-Rich GPU-Acceleration
by: Lai, Shih-Yu, et al.
Published: (2026)
by: Lai, Shih-Yu, et al.
Published: (2026)
The Ubiquitous Sparse Matrix-Matrix Products
by: Buluç, Aydın
Published: (2025)
by: Buluç, Aydın
Published: (2025)
GPU-Accelerated Optimization of Transformer-Based Neural Networks for Real-Time Inference
by: Mukherjee, Soutrik, et al.
Published: (2026)
by: Mukherjee, Soutrik, et al.
Published: (2026)
Accelerate Intermittent Deep Inference
by: Zhang, Ziliang
Published: (2024)
by: Zhang, Ziliang
Published: (2024)
Similar Items
-
Sampling on Metric Graphs
by: Dwaraknath, Rajat Vadiraj, et al.
Published: (2025) -
How Discrete and Continuous Diffusion Meet: Comprehensive Analysis of Discrete Diffusion Models via a Stochastic Integral Framework
by: Ren, Yinuo, et al.
Published: (2024) -
Parallel Simulation for Log-concave Sampling and Score-based Diffusion Models
by: Zhou, Huanjian, et al.
Published: (2024) -
A Distributed Block Chebyshev-Davidson Algorithm for Parallel Spectral Clustering
by: Pang, Qiyuan, et al.
Published: (2022) -
Improved Analysis of the Accelerated Noisy Power Method with Applications to Decentralized PCA
by: Aguié, Pierre, et al.
Published: (2026)