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07/01/2022
High-Performance GPU-to-CPU Transpilation and Optimization via High-Level Parallel Constructs
While parallelism remains the main source of performance, architectural ...
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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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05/26/2020
Domain-Specific Multi-Level IR Rewriting for GPU
Traditional compilers operate on a single generic intermediate represent...
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02/25/2020
MLIR: A Compiler Infrastructure for the End of Moore's Law
This work presents MLIR, a novel approach to building reusable and exten...
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02/13/2018