![]() |
![]() |
University of Birmingham > Talks@bham > Theoretical computer science seminar > A Geometry of Interaction semantics for TensorFlow
![]() A Geometry of Interaction semantics for TensorFlowAdd to your list(s) Download to your calendar using vCal
If you have a question about this talk, please contact Paul Taylor. TensorFlow is one of the most popular machine learning libraries, developed and maintained by the Google Brain team. TensorFlow has numerous applications, from automatic captioning of images to machine translation. This talk will introduce the standard style of programming TensorFlow via its Python binding, then it will describe an alternative, idealised functional programming language inspired by it. We will show how the semantics of this language can be naturally specified using the recently developed Dynamic GoI machine, which combines both token-passing and graph-rewriting rules. This is joint work with Koko Muroya. This talk is part of the Theoretical computer science seminar series. This talk is included in these lists:
Note that ex-directory lists are not shown. |
Other listsTopology and Dynamics seminar Quantitative Methods in Finance seminar Met and Mat Seminar SeriesOther talksTBC Ultrafast Spectroscopy and Microscopy as probes of Energy Materials TBA Quantum Sensing in Space TBA TBA |