Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Evaluating the Performance of NVIDIA's A100 Ampere GPU for Sparse Linear
  Algebra Computations   GPU accelerators have become an important backbone for scientific high
performance computing, and the performance advances obtained from adopting new
GPU hardware are significant. In this paper we take a first look at NVIDIA's
newest server line GPU, the A100 architecture part of the Ampere generation.
Specifically, we assess its performance for sparse linear algebra operations
that form the backbone of many scientific applications and assess the
performance improvements over its predecessor.

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The categories of this paper are: mtrl-th
4
The categories of this paper are: cond-mat
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The categories of this paper are: dg-ga
18
The categories of this paper are: econ
2
The categories of this paper are: math
14
The categories of this paper are: math-ph
37
The categories of this paper are: supr-con
16
The categories of this paper are: stat
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The categories of this paper are: adap-org
6
The categories of this paper are: astro-ph
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The categories of this paper are: ao-sci
0
The categories of this paper are: hep-ph
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The categories of this paper are: plasm-ph
28
The categories of this paper are: alg-geom
3
The categories of this paper are: physics
29
The categories of this paper are: funct-an