POSTER: Learning to Parallelize in a Shared-Memory Environment with Transformers

Keyphrases

• Transformer 100%
• Parallelizing 100%
• Shared Memory 100%
• Compiler 100%
• OpenMP 100%
• Source-to-source 66%
• OpenMP Directives 66%
• Work-sharing 66%
• Recent Advances 33%
• Source Code 33%
• Natural Language Processing 33%
• Machine Learning Techniques 33%
• GitHub 33%
• Data Sharing 33%
• Parallelization 33%
• Additional Task 33%
• Shared Memory Architecture 33%
• Concurrent Programming 33%
• Parallelizable 33%
• Multicore 33%
• Parallel for 33%
• Transformer Model 33%
• Source Databases 33%
• Input Format 33%
• Memory-level Parallelism 33%
• Legacy Code 33%
• Many-core 33%

Computer Science

• Shared Memories 100%
• Natural Language Processing 33%
• Building-Blocks 33%
• Machine Learning Technique 33%
• Source Codes 33%
• Source Database 33%
• Multicore 33%
• Data Sharing 33%
• Parallelization 33%
• Shared Memory Architecture 33%
• Concurrent Language 33%
• Memory Parallelization 33%
• Reduction Clause 33%
• Many-Core 33%
• Private Clause 33%