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Jokeren authored Apr 22, 2024
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Fasten is a library aimed at speeding up Heterogeneous Graph Neural Network (HGNN) workloads.
The current version of Fasten focuses on improving segmented matrix multiplication, a critical operator in HGNNs.
Fasten implements a simple interface, making it easy to integrate with existing graph library PyG with minimal changes.
Fasten achieved an average speedup of 5.71x and 2.46x in operator-wise benchmarks compared to CUTLASS and cuBLAS, respectively
Fasten achieved an average speedup of 13.65x and 4.72x in operator-wise benchmarks compared to CUTLASS and cuBLAS, respectively

### Fasten vs CUTLASS

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