Zobrazeno 1 - 10
of 5 242
pro vyhledávání: '"Jayashree, P."'
Autor:
Agrawal, Amey, Agarwal, Anmol, Kedia, Nitin, Mohan, Jayashree, Kundu, Souvik, Kwatra, Nipun, Ramjee, Ramachandran, Tumanov, Alexey
Serving large language models (LLMs) in production can incur substantial costs, which has prompted recent advances in inference system optimizations. Today, these systems are evaluated against conventional latency and throughput metrics (eg. TTFT, TB
Externí odkaz:
http://arxiv.org/abs/2407.07000
Autor:
Schmidt, Kendall, Bearce, Benjamin, Chang, Ken, Coombs, Laura, Farahani, Keyvan, Elbatele, Marawan, Mouhebe, Kaouther, Marti, Robert, Zhang, Ruipeng, Zhang, Yao, Wang, Yanfeng, Hu, Yaojun, Ying, Haochao, Xu, Yuyang, Testagrose, Conrad, Demirer, Mutlu, Gupta, Vikash, Akünal, Ünal, Bujotzek, Markus, Maier-Hein, Klaus H., Qin, Yi, Li, Xiaomeng, Kalpathy-Cramer, Jayashree, Roth, Holger R.
Publikováno v:
Medical Image Analysis Volume 95, July 2024, 103206
The correct interpretation of breast density is important in the assessment of breast cancer risk. AI has been shown capable of accurately predicting breast density, however, due to the differences in imaging characteristics across mammography system
Externí odkaz:
http://arxiv.org/abs/2405.14900
Autor:
Agrawal, Amey, Kedia, Nitin, Mohan, Jayashree, Panwar, Ashish, Kwatra, Nipun, Gulavani, Bhargav, Ramjee, Ramachandran, Tumanov, Alexey
Optimizing the deployment of Large language models (LLMs) is expensive today since it requires experimentally running an application workload against an LLM implementation while exploring large configuration space formed by system knobs such as paral
Externí odkaz:
http://arxiv.org/abs/2405.05465
Efficient management of GPU memory is essential for high throughput LLM inference. Prior systems used to reserve KV-cache memory ahead-of-time that resulted in wasted capacity due to internal fragmentation. Inspired by demand paging, vLLM proposed Pa
Externí odkaz:
http://arxiv.org/abs/2405.04437
Autor:
Gonçalves, Tiago, Pulido-Arias, Dagoberto, Willett, Julian, Hoebel, Katharina V., Cleveland, Mason, Ahmed, Syed Rakin, Gerstner, Elizabeth, Kalpathy-Cramer, Jayashree, Cardoso, Jaime S., Bridge, Christopher P., Kim, Albert E.
The interactions between tumor cells and the tumor microenvironment (TME) dictate therapeutic efficacy of radiation and many systemic therapies in breast cancer. However, to date, there is not a widely available method to reproducibly measure tumor a
Externí odkaz:
http://arxiv.org/abs/2404.16397
Autor:
Pati, Jayashree, Dhaka, Rajendra S.
We report the electrochemical sodium-ion kiinetics and distribution of relaxation time (DRT) analysis of a newly designed mixed polyanionic NaFe$_{1.6}$V$_{0.4}$(PO$_{4}$)(SO$_{4}$)$_{2}$@CNT composite as a cathode. The specific capacity of 104 mAhg$
Externí odkaz:
http://arxiv.org/abs/2404.12822
Autor:
Agrawal, Amey, Kedia, Nitin, Panwar, Ashish, Mohan, Jayashree, Kwatra, Nipun, Gulavani, Bhargav S., Tumanov, Alexey, Ramjee, Ramachandran
Each LLM serving request goes through two phases. The first is prefill which processes the entire input prompt and produces the first output token and the second is decode which generates the rest of output tokens, one-at-a-time. Prefill iterations h
Externí odkaz:
http://arxiv.org/abs/2403.02310
Autor:
Kagaya, Tomoyuki, Yuan, Thong Jing, Lou, Yuxuan, Karlekar, Jayashree, Pranata, Sugiri, Kinose, Akira, Oguri, Koki, Wick, Felix, You, Yang
Owing to recent advancements, Large Language Models (LLMs) can now be deployed as agents for increasingly complex decision-making applications in areas including robotics, gaming, and API integration. However, reflecting past experiences in current d
Externí odkaz:
http://arxiv.org/abs/2402.03610
In this study, we present a comprehensive exploration of formation of different phases in lipid molecules using a coarse-grained implicit solvent model, where each lipid molecule is represented as a rigid, three-bead rod-like structure. Our study not
Externí odkaz:
http://arxiv.org/abs/2312.07417
We investigate how well a simple leading order perturbation theory model of the bispectrum can fit the BAO feature in the measured bispectrum monopole of galaxies. Previous works showed that perturbative models of galaxy bispectrum start failing at t
Externí odkaz:
http://arxiv.org/abs/2312.05942