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Accelerated Deep Learning for the Edge-to-Cloud continuum: a Specialized Full Stack derived from Algorithms.

H. Sharma. Georgia Institute of Technology, Atlanta, GA, USA, (2019)base-search.net (ftgeorgiatech:oai:smartech.gatech.edu:1853/61267).

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Hardik Shah

Hardik Soni

Krishna Sharma

Tripti Sharma

Anuradha Sharma

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Neural acceleration for GPU throughput processors.A. Yazdanbakhsh, J. Park, H. Sharma, P. Lotfi-Kamran, и H. Esmaeilzadeh. MICRO, стр. 482-493. ACM, (2015)TABLA: A unified template-based framework for accelerating statistical machine learning.D. Mahajan, J. Park, E. Amaro, H. Sharma, A. Yazdanbakhsh, J. Kim, и H. Esmaeilzadeh. HPCA, стр. 14-26. IEEE Computer Society, (2016)From high-level deep neural models to FPGAs.H. Sharma, J. Park, D. Mahajan, E. Amaro, J. Kim, C. Shao, A. Mishra, и H. Esmaeilzadeh. MICRO, стр. 17:1-17:12. IEEE Computer Society, (2016)The impact of 3D stacking on GPU-accelerated deep neural networks: An experimental study.W. Wahby, T. Sarvey, H. Sharma, H. Esmaeilzadeh, и M. Bakir. 3DIC, стр. 1-4. IEEE, (2016)Bit Fusion: Bit-Level Dynamically Composable Architecture for Accelerating Deep Neural Network.H. Sharma, J. Park, N. Suda, L. Lai, B. Chau, V. Chandra, и H. Esmaeilzadeh. ISCA, стр. 764-775. IEEE Computer Society, (2018)DACAPO: Accelerating Continuous Learning in Autonomous Systems for Video Analytics.Y. Kim, C. Oh, J. Hwang, W. Kim, S. Oh, Y. Lee, H. Sharma, A. Yazdanbakhsh, и J. Park. ISCA, стр. 1246-1261. IEEE, (2024)Domain-Specific Computational Storage for Serverless Computing.R. Mahapatra, S. Ghodrati, B. Ahn, S. Kinzer, S. Wang, H. Xu, L. Karthikeyan, H. Sharma, A. Yazdanbakhsh, M. Alian и 1 other автор(ы). CoRR, (2023)In-Storage Domain-Specific Acceleration for Serverless Computing.R. Mahapatra, S. Ghodrati, B. Ahn, S. Kinzer, S. Wang, H. Xu, L. Karthikeyan, H. Sharma, A. Yazdanbakhsh, M. Alian и 1 other автор(ы). ASPLOS (2), стр. 530-548. ACM, (2024)Accelerated Deep Learning for the Edge-to-Cloud continuum: a Specialized Full Stack derived from Algorithms.H. Sharma. Georgia Institute of Technology, Atlanta, GA, USA, (2019)base-search.net (ftgeorgiatech:oai:smartech.gatech.edu:1853/61267).Mixed-Signal Charge-Domain Acceleration of Deep Neural Networks through Interleaved Bit-Partitioned Arithmetic.S. Ghodrati, H. Sharma, S. Kinzer, A. Yazdanbakhsh, J. Park, N. Kim, D. Burger, и H. Esmaeilzadeh. PACT, стр. 399-411. ACM, (2020)

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