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02/07/2022
Composable and Modular Code Generation in MLIR: A Structured and Retargetable Approach to Tensor Compiler Construction
Despite significant investment in software infrastructure, machine learn...
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08/16/2019
Memory-Efficient Object-Oriented Programming on GPUs
Object-oriented programming is often regarded as too inefficient for hig...
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10/28/2018
DynaSOAr: A Parallel Memory Allocator for Object-oriented Programming on GPUs with Efficient Memory Access
Object-oriented programming has long been regarded as too inefficient fo...
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10/28/2018
SoaAlloc: A Lock-free Hierarchical Bitmap-based Object Allocator for GPUs
Designing dynamic memory allocators for GPUs is challenging because appl...
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09/20/2018