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Deep Learning and Machine Learning with GPGPU and CUDA: Unlocking the Power of Parallel Computing

• Authors : Li, Ming; Bi, Ziqian; Wang, Tianyang

Subjects: Computer Science - Distributed, Parallel, and Cluster Computing; Computer Science - Hardware Architecture

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Optimising GPGPU Execution Through Runtime Micro-Architecture Parameter Analysis

• Authors : Sarda, Giuseppe M.; Shah, Nimish; Bhattacharjee, Debjyoti

Subjects: Computer Science - Hardware Architecture

• Source: 2023 IEEE International Symposium on Workload Characterization (IISWC)

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Soft GPGPU versus IP cores: Quantifying and Reducing the Performance Gap

• Authors : Langhammer, Martin; Constantinides, George A.

Subjects: Computer Science - Hardware Architecture

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A Statically and Dynamically Scalable Soft GPGPU

• Authors : Langhammer, Martin; Constantinides, George A.

Subjects: Computer Science - Hardware Architecture

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Parallel PSO for Efficient Neural Network Training Using GPGPU and Apache Spark in Edge Computing Sets.

• Authors : Capel, Manuel I.¹ (AUTHOR) ; Salguero-Hidalgo, Alberto² (AUTHOR) ; Holgado-Terriza, Juan A.¹ (AUTHOR)

• Source: Algorithms. Sep2024, Vol. 17 Issue 9, p378. 26p.

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A Lightweight, Compiler-Assisted Register File Cache for GPGPU

• Authors : Shoushtary, Mojtaba Abaie; Arnau, Jose Maria; Murgadas, Jordi Tubella

Subjects: Computer Science - Hardware Architecture

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eGPU: A 750 MHz Class Soft GPGPU for FPGA

• Authors : Langhammer, Martin; Constantinides, George

Subjects: Computer Science - Hardware Architecture

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Prediction of Performance and Power Consumption of GPGPU Applications

• Authors : Alavani, Gargi; Sarkar, Santonu

Subjects: Computer Science - Distributed, Parallel, and Cluster Computing; Computer Science - Performance; C.4.5

• Source: Gargi Alavani, Santonu Sarkar, "Performance modeling of graphics processing unit application using static and dynamic analysis", Concurrency and Computation: Practice and Experience (CPE), Volume 34,

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TensorFHE: Achieving Practical Computation on Encrypted Data Using GPGPU

• Authors : Fan, Shengyu; Wang, Zhiwei; Xu, Weizhi

Subjects: Computer Science - Hardware Architecture; Computer Science - Cryptography and Security

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Kernel-Centric Optimizations for Deep Neural Networks on GPGPU

• Authors : Chen, Zhaodong; Xie, Yuan1; Zhang, Zheng

Subjects: Computer engineering; Compiler; CUDA

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