Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Proof-of-Concept Examples of Performance-Transparent Programming Models   Machine-specific optimizations command the machine to behave in a specific
way. As current programming models largely leave machine details unexposed,
they cannot accommodate direct encoding of such commands. In previous work we
have proposed the design of performance-transparent programming models to
facilitate this use-case; this report contains proof-of-concept examples of
such programming models. We demonstrate how programming model abstractions may
reveal the memory footprint, vector unit utilization and data reuse of an
application, with prediction accuracy ranging from 0 to 25 \%.

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The categories of this paper are: q-bio
37
The categories of this paper are: supr-con
31
The categories of this paper are: ao-sci
35
The categories of this paper are: mtrl-th
19
The categories of this paper are: eess
24
The categories of this paper are: dg-ga
8
The categories of this paper are: hep-ex
28
The categories of this paper are: alg-geom
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The categories of this paper are: econ
25
The categories of this paper are: patt-sol
5
The categories of this paper are: gr-qc
6
The categories of this paper are: astro-ph
13
The categories of this paper are: quant-ph
30
The categories of this paper are: q-alg
15
The categories of this paper are: nucl-ex
36
The categories of this paper are: cmp-lg