Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: GPU-based Parallel Computation Support for Stan   This paper details an extensible OpenCL framework that allows Stan to utilize
heterogeneous compute devices. It includes GPU-optimized routines for the
Cholesky decomposition, its derivative, other matrix algebra primitives and
some commonly used likelihoods, with more additions planned for the near
future. Stan users can now benefit from large speedups offered by GPUs with
little effort and without changes to their existing Stan code. We demonstrate
the practical utility of our work with two examples - logistic regression and
Gaussian Process regression.

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The categories of this paper are: atom-ph
0
The categories of this paper are: hep-ph
9
The categories of this paper are: nlin
22
The categories of this paper are: chao-dyn
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The categories of this paper are: eess
6
The categories of this paper are: astro-ph
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The categories of this paper are: supr-con
23
The categories of this paper are: solv-int
2
The categories of this paper are: math
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The categories of this paper are: math-ph
7
The categories of this paper are: hep-th
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The categories of this paper are: dg-ga
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The categories of this paper are: ao-sci
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The categories of this paper are: adap-org
8
The categories of this paper are: hep-ex
10
The categories of this paper are: q-bio