research
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08/29/2023
Reducing shared memory footprint to leverage high throughput on Tensor Cores and its flexible API extension library
NVIDIA Tensor Core is a mixed-precision matrix-matrix multiplication and...
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08/29/2023
CAGRA: Highly Parallel Graph Construction and Approximate Nearest Neighbor Search for GPUs
Approximate Nearest Neighbor Search (ANNS) plays a critical role in vari...
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06/21/2023
DGEMM on Integer Matrix Multiplication Unit
Deep learning hardware achieves high throughput and low power consumptio...
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04/10/2023
Mixed-Precision Random Projection for RandNLA on Tensor Cores
Random projection can reduce the dimension of data while capturing its s...
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01/17/2023
Custom 8-bit floating point value format for reducing shared memory bank conflict in approximate nearest neighbor search
The k-nearest neighbor search is used in various applications such as ma...
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03/07/2022