Creative Commons Attribution 3.0 Unported license (CC-BY 3.0)when quoting this document, please refer to the following
DOI: 10.4230/DARTS.6.2.6
URN: urn:nbn:de:0030-drops-132035
URL: https://drops.dagstuhl.de/opus/volltexte/2020/13203/
Lagouvardos, Sifis ; Dolby, Julian ; Grech, Neville ; Antoniadis, Anastasios ; Smaragdakis, Yannis
Static Analysis of Shape in TensorFlow Programs (Artifact)
| pdf-format: |
|
|
| artifact-format: |
|
Abstract
These instructions are intended for using the artifact for our ECOOP'20 paper entitled "Static Analysis of Shape in TensorFlow Programs". They can be used to run Pythia - the tool implementing the paper’s analysis - on the paper’s evaluation set demonstrating bug detection in the most precise configuration of our analysis as well as the precision of the analysis under different configurations.
BibTeX - Entry
@Article{lagouvardos_et_al:DARTS:2020:13203,
author = {Sifis Lagouvardos and Julian Dolby and Neville Grech and Anastasios Antoniadis and Yannis Smaragdakis},
title = {{Static Analysis of Shape in TensorFlow Programs (Artifact)}},
pages = {6:1--6:3},
journal = {Dagstuhl Artifacts Series},
ISSN = {2509-8195},
year = {2020},
volume = {6},
number = {2},
publisher = {Schloss Dagstuhl--Leibniz-Zentrum f{\"u}r Informatik},
address = {Dagstuhl, Germany},
URL = {https://drops.dagstuhl.de/opus/volltexte/2020/13203},
URN = {urn:nbn:de:0030-drops-132035},
doi = {10.4230/DARTS.6.2.6},
annote = {Keywords: Python, TensorFlow, static analysis, Doop, Wala}
}
| Keywords: | Python, TensorFlow, static analysis, Doop, Wala | |
| Seminar: | DARTS, Volume 6, Issue 2, Special Issue of the 34th European Conference on Object-Oriented Programming (ECOOP 2020) | |
| Related Scholarly Article: | https://doi.org/10.4230/LIPIcs.ECOOP.2020.15 | |
| Issue date: | 2020 | |
| Date of publication: | 06.11.2020 |
