Towards compositional and generative tensor optimizations

Author:

Susungi Adilla1,Rink Norman A.2,Castrillón Jerónimo2,Huismann Immo2,Cohen Albert3,Tadonki Claude1,Stiller Jörg2,Fröhlich Jochen2

Affiliation:

1. MINES ParisTech, France

2. TU Dresden, Germany

3. Inria, France / ENS, France

Publisher

ACM

Reference23 articles.

1. 2017. NumPy package for scientific computing with Python. http: //www.numpy.org/ . (2017). 2017. NumPy package for scientific computing with Python. http: //www.numpy.org/ . (2017).

2. 2017. XLA: Accelerated Linear Algebra. https://www.tensorflow.org/ performance/xla/ . (2017). 2017. XLA: Accelerated Linear Algebra. https://www.tensorflow.org/ performance/xla/ . (2017).

3. 2017. Xtensor Multi-dimensional arrays with broadcasting and lazy computing. https://github.com/QuantStack/xtensor . (2017). 2017. Xtensor Multi-dimensional arrays with broadcasting and lazy computing. https://github.com/QuantStack/xtensor . (2017).

4. Martín Abadi and Ashish Agarwal et al. 2015. TensorFlow: LargeScale Machine Learning on Heterogeneous Distributed Systems. http://download.tensorflow.org/paper/whitepaper2015.pdf. (2015). Martín Abadi and Ashish Agarwal et al. 2015. TensorFlow: LargeScale Machine Learning on Heterogeneous Distributed Systems. http://download.tensorflow.org/paper/whitepaper2015.pdf. (2015).

5. Opening polyhedral compiler's black box

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