DataMaestro: A Versatile and Efficient Data Streaming Engine Bringing Decoupled Memory Access To Dataflow Accelerators
Fuente:
arXiv
Guardado en:
| Autores principales: | Yi, Xiaoling, Deng, Yunhao, Antonio, Ryan, Kong, Fanchen, Paim, Guilherme, Verhelst, Marian |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
A 16 nm 1.60TOPS/W High Utilization DNN Accelerator with 3D Spatial Data Reuse and Efficient Shared Memory Access
por: Yi, Xiaoling, et al.
Publicado: (2026)
por: Yi, Xiaoling, et al.
Publicado: (2026)
XDMA: A Distributed, Extensible DMA Architecture for Layout-Flexible Data Movements in Heterogeneous Multi-Accelerator SoCs
por: Kong, Fanchen, et al.
Publicado: (2025)
por: Kong, Fanchen, et al.
Publicado: (2025)
Torrent: A Distributed DMA for Efficient and Flexible Point-to-Multipoint Data Movement
por: Deng, Yunhao, et al.
Publicado: (2025)
por: Deng, Yunhao, et al.
Publicado: (2025)
An Open-Source HW-SW Co-Development Framework Enabling Efficient Multi-Accelerator Systems
por: Antonio, Ryan Albert, et al.
Publicado: (2025)
por: Antonio, Ryan Albert, et al.
Publicado: (2025)
Stream: Design Space Exploration of Layer-Fused DNNs on Heterogeneous Dataflow Accelerators
por: Symons, Arne, et al.
Publicado: (2022)
por: Symons, Arne, et al.
Publicado: (2022)
OpenGeMM: A High-Utilization GeMM Accelerator Generator with Lightweight RISC-V Control and Tight Memory Coupling
por: Yi, Xiaoling, et al.
Publicado: (2024)
por: Yi, Xiaoling, et al.
Publicado: (2024)
Decoupled Control Flow and Data Access in RISC-V GPGPUs
por: Sarda, Giuseppe M., et al.
Publicado: (2025)
por: Sarda, Giuseppe M., et al.
Publicado: (2025)
Fine-Grained Fusion: The Missing Piece in Area-Efficient State Space Model Acceleration
por: Geens, Robin, et al.
Publicado: (2025)
por: Geens, Robin, et al.
Publicado: (2025)
Enabling Efficient Hardware Acceleration of Hybrid Vision Transformer (ViT) Networks at the Edge
por: Dumoulin, Joren, et al.
Publicado: (2025)
por: Dumoulin, Joren, et al.
Publicado: (2025)
Stream-HLS: Towards Automatic Dataflow Acceleration
por: Basalama, Suhail, et al.
Publicado: (2025)
por: Basalama, Suhail, et al.
Publicado: (2025)
StreamTensor: Make Tensors Stream in Dataflow Accelerators for LLMs
por: Ye, Hanchen, et al.
Publicado: (2025)
por: Ye, Hanchen, et al.
Publicado: (2025)
CMDS: Cross-layer Dataflow Optimization for DNN Accelerators Exploiting Multi-bank Memories
por: Shi, Man, et al.
Publicado: (2024)
por: Shi, Man, et al.
Publicado: (2024)
MIREDO: MIP-Driven Resource-Efficient Dataflow Optimization for Computing-in-Memory Accelerator
por: He, Xiaolin, et al.
Publicado: (2025)
por: He, Xiaolin, et al.
Publicado: (2025)
Efficient Precision-Scalable Hardware for Microscaling (MX) Processing in Robotics Learning
por: Cuyckens, Stef, et al.
Publicado: (2025)
por: Cuyckens, Stef, et al.
Publicado: (2025)
Search-in-Memory (SiM): Reliable, Versatile, and Efficient Data Matching in SSD's NAND Flash Memory Chip for Data Indexing Acceleration
por: Chen, Yun-Chih, et al.
Publicado: (2024)
por: Chen, Yun-Chih, et al.
Publicado: (2024)
iEEG Seizure Detection with a Sparse Hyperdimensional Computing Accelerator
por: Cuyckens, Stef, et al.
Publicado: (2025)
por: Cuyckens, Stef, et al.
Publicado: (2025)
Hardware-Centric Analysis of DeepSeek's Multi-Head Latent Attention
por: Geens, Robin, et al.
Publicado: (2025)
por: Geens, Robin, et al.
Publicado: (2025)
Hardware Generation and Exploration of Lookup Table-Based Accelerators for 1.58-bit LLM Inference
por: Geens, Robin, et al.
Publicado: (2026)
por: Geens, Robin, et al.
Publicado: (2026)
AccelCIM: Systematic Dataflow Exploration for SRAM Compute-in-Memory Accelerator
por: Xue, Chenhao, et al.
Publicado: (2026)
por: Xue, Chenhao, et al.
Publicado: (2026)
Sparsity-Aware Streaming SNN Accelerator with Output-Channel Dataflow for Automatic Modulation Classification
por: Yang, Kuilian, et al.
Publicado: (2026)
por: Yang, Kuilian, et al.
Publicado: (2026)
How to keep pushing ML accelerator performance? Know your rooflines!
por: Verhelst, Marian, et al.
Publicado: (2025)
por: Verhelst, Marian, et al.
Publicado: (2025)
StreamDCIM: A Tile-based Streaming Digital CIM Accelerator with Mixed-stationary Cross-forwarding Dataflow for Multimodal Transformer
por: Qin, Shantian, et al.
Publicado: (2025)
por: Qin, Shantian, et al.
Publicado: (2025)
FEATHER: A Reconfigurable Accelerator with Data Reordering Support for Low-Cost On-Chip Dataflow Switching
por: Tong, Jianming, et al.
Publicado: (2024)
por: Tong, Jianming, et al.
Publicado: (2024)
IMAGine: An In-Memory Accelerated GEMV Engine Overlay
por: Kabir, MD Arafat, et al.
Publicado: (2024)
por: Kabir, MD Arafat, et al.
Publicado: (2024)
Tensor Memory Engine: On-the-fly Data Reorganization for Ideal Locality
por: Hoornaert, Denis, et al.
Publicado: (2026)
por: Hoornaert, Denis, et al.
Publicado: (2026)
Implementing and Optimizing the Scaled Dot-Product Attention on Streaming Dataflow
por: Sohn, Gina, et al.
Publicado: (2024)
por: Sohn, Gina, et al.
Publicado: (2024)
DORA: Dataflow-Instruction Orchestration Architecture for DNN Acceleration
por: Chen, Xingzhen, et al.
Publicado: (2026)
por: Chen, Xingzhen, et al.
Publicado: (2026)
Pack my weights and run! Minimizing overheads for in-memory computing accelerators
por: Houshmand, Pouya, et al.
Publicado: (2024)
por: Houshmand, Pouya, et al.
Publicado: (2024)
Multilayer Dataflow: Orchestrate Butterfly Sparsity to Accelerate Attention Computation
por: Wu, Haibin, et al.
Publicado: (2024)
por: Wu, Haibin, et al.
Publicado: (2024)
The Hyperscale Lottery: How State-Space Models Have Sacrificed Edge Efficiency
por: Geens, Robin, et al.
Publicado: (2026)
por: Geens, Robin, et al.
Publicado: (2026)
VEDA: Efficient LLM Generation Through Voting-based KV Cache Eviction and Dataflow-flexible Accelerator
por: Wang, Zhican, et al.
Publicado: (2025)
por: Wang, Zhican, et al.
Publicado: (2025)
SnapStream: Efficient Long Sequence Decoding on Dataflow Accelerators
por: Li, Jonathan, et al.
Publicado: (2025)
por: Li, Jonathan, et al.
Publicado: (2025)
LoopTree: Exploring the Fused-layer Dataflow Accelerator Design Space
por: Gilbert, Michael, et al.
Publicado: (2024)
por: Gilbert, Michael, et al.
Publicado: (2024)
A High-Throughput FPGA Accelerator for Lightweight CNNs With Balanced Dataflow
por: Zhao, Zhiyuan, et al.
Publicado: (2024)
por: Zhao, Zhiyuan, et al.
Publicado: (2024)
DX100: A Programmable Data Access Accelerator for Indirection
por: Khadem, Alireza, et al.
Publicado: (2025)
por: Khadem, Alireza, et al.
Publicado: (2025)
ADS-IMC: Accelerating Data Sorting with In-Memory Computation
por: Dhakad, Narendra Singh, et al.
Publicado: (2026)
por: Dhakad, Narendra Singh, et al.
Publicado: (2026)
Optimizing Layer-Fused Scheduling of Transformer Networks on Multi-accelerator Platforms
por: Colleman, Steven, et al.
Publicado: (2024)
por: Colleman, Steven, et al.
Publicado: (2024)
NEURAL: An Elastic Neuromorphic Architecture with Hybrid Data-Event Execution and On-the-fly Attention Dataflow
por: Chen, Yuehai, et al.
Publicado: (2025)
por: Chen, Yuehai, et al.
Publicado: (2025)
A Persistent-State Dataflow Accelerator for Memory-Bound Linear Attention Decode on FPGA
por: Gupta, Neelesh, et al.
Publicado: (2026)
por: Gupta, Neelesh, et al.
Publicado: (2026)
SnipSnap: A Joint Compression Format and Dataflow Co-Optimization Framework for Efficient Sparse LLM Accelerator Design
por: Wu, Junyi, et al.
Publicado: (2025)
por: Wu, Junyi, et al.
Publicado: (2025)
Ejemplares similares
-
A 16 nm 1.60TOPS/W High Utilization DNN Accelerator with 3D Spatial Data Reuse and Efficient Shared Memory Access
por: Yi, Xiaoling, et al.
Publicado: (2026) -
XDMA: A Distributed, Extensible DMA Architecture for Layout-Flexible Data Movements in Heterogeneous Multi-Accelerator SoCs
por: Kong, Fanchen, et al.
Publicado: (2025) -
Torrent: A Distributed DMA for Efficient and Flexible Point-to-Multipoint Data Movement
por: Deng, Yunhao, et al.
Publicado: (2025) -
An Open-Source HW-SW Co-Development Framework Enabling Efficient Multi-Accelerator Systems
por: Antonio, Ryan Albert, et al.
Publicado: (2025) -
Stream: Design Space Exploration of Layer-Fused DNNs on Heterogeneous Dataflow Accelerators
por: Symons, Arne, et al.
Publicado: (2022)