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ORCIDRafael C. F. Sousa
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2020 – today
- 2023
[j3]Rafael C. F. Sousa, Márcio Machado Pereira, Yongin Kwon, Taeho Kim, Namsoon Jung, Chang Soo Kim, Michael Frank, Guido Araujo:
Tensor slicing and optimization for multicore NPUs. J. Parallel Distributed Comput. 175: 66-79 (2023)- [j2]Victor Ferrari
, Rafael Cardoso Fernandes Sousa, Márcio Machado Pereira, Joao P. L. de Carvalho, José Nelson Amaral, José E. Moreira, Guido Araujo:
Advancing Direct Convolution Using Convolution Slicing Optimization and ISA Extensions. ACM Trans. Archit. Code Optim. 20(4): 54:1-54:26 (2023) - [i2]Victor Ferrari, Rafael C. F. Sousa, Márcio Machado Pereira, João P. L. de Carvalho, José Nelson Amaral, José E. Moreira, Guido Araujo:
Advancing Direct Convolution using Convolution Slicing Optimization and ISA Extensions. CoRR abs/2303.04739 (2023) - [i1]Rafael C. F. Sousa, Márcio Machado Pereira, Yongin Kwon, Taeho Kim, Namsoon Jung, Chang Soo Kim, Michael Frank, Guido Araujo:
Tensor Slicing and Optimization for Multicore NPUs. CoRR abs/2304.03013 (2023) - 2022
- [c4]Victor Ferrari, Rafael C. F. Sousa, Márcio Machado Pereira, João P. L. de Carvalho, José Nelson Amaral, Guido Araujo:
Improving Convolution via Cache Hierarchy Tiling and Reduced Packing. PACT 2022: 538-539 - 2021
- [c3]Rafael C. F. Sousa, Byungmin Jung, Jaehwa Kwak, Michael Frank, Guido Araujo:
Efficient Tensor Slicing for Multicore NPUs using Memory Burst Modeling. SBAC-PAD 2021: 84-93
2010 – 2019
- 2019
- [j1]Rafael C. F. Sousa, Márcio Machado Pereira, Fernando Magno Quintão Pereira, Guido Araujo:
Data-flow analysis and optimization for data coherence in heterogeneous architectures. J. Parallel Distributed Comput. 130: 126-139 (2019) - 2017
- [c2]Márcio Machado Pereira, Rafael C. F. Sousa, Guido Araujo:
Compiling and Optimizing OpenMP 4.X Programs to OpenCL and SPIR. IWOMP 2017: 48-61 - [c1]Rafael Cardoso Fernandes Sousa, Márcio Machado Pereira, Fernando Magno Quintão Pereira, Guido Araujo:
Data Coherence Analysis and Optimization for Heterogeneous Computing. SBAC-PAD 2017: 9-16
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