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HEAT: Hardware-Efficient Automatic Tensor Decomposition for Transformer
  Compression

HEAT: Hardware-Efficient Automatic Tensor Decomposition for Transformer Compression

30 November 2022
Jiaqi Gu
Ben Keller
Jean Kossaifi
Anima Anandkumar
Brucek Khailany
David Z. Pan
    ViT
ArXiv (abs)PDFHTMLGithub

Papers citing "HEAT: Hardware-Efficient Automatic Tensor Decomposition for Transformer Compression"

7 / 7 papers shown
Comprehensive Design Space Exploration for Tensorized Neural Network Hardware Accelerators
Comprehensive Design Space Exploration for Tensorized Neural Network Hardware Accelerators
Jinsong Zhang
Minghe Li
Jiayi Tian
Jinming Lu
Zheng Zhang
152
0
0
22 Nov 2025
ESPACE: Dimensionality Reduction of Activations for Model Compression
ESPACE: Dimensionality Reduction of Activations for Model CompressionNeural Information Processing Systems (NeurIPS), 2024
Charbel Sakr
Brucek Khailany
338
14
0
07 Oct 2024
CoMERA: Computing- and Memory-Efficient Training via Rank-Adaptive
  Tensor Optimization
CoMERA: Computing- and Memory-Efficient Training via Rank-Adaptive Tensor OptimizationNeural Information Processing Systems (NeurIPS), 2024
Zi Yang
Samridhi Choudhary
Xinfeng Xie
Cao Gao
Siegfried Kunzmann
Zheng Zhang
VLM
398
16
0
23 May 2024
Partial Tensorized Transformers for Natural Language Processing
Partial Tensorized Transformers for Natural Language ProcessingInternational Conference on Agents and Artificial Intelligence (ICAART), 2023
Subhadra Vadlamannati
Ryan Solgi
207
1
0
30 Oct 2023
Transformers in Speech Processing: A Survey
Transformers in Speech Processing: A Survey
S. Latif
Aun Zaidi
Heriberto Cuayáhuitl
Fahad Shamshad
Moazzam Shoukat
Muhammad Usama
Junaid Qadir
521
76
0
21 Mar 2023
Gradient-Free Structured Pruning with Unlabeled Data
Gradient-Free Structured Pruning with Unlabeled DataInternational Conference on Machine Learning (ICML), 2023
Azade Nova
H. Dai
Dale Schuurmans
SyDa
371
38
0
07 Mar 2023
Quantum-inspired tensor network for Earth science
Quantum-inspired tensor network for Earth scienceIEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2023
Soronzonbold Otgonbaatar
Dieter Kranzlmüller
PINNAI4CE
225
6
0
15 Jan 2023
1
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