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| author | Fabian Mastenbroek <mail.fabianm@gmail.com> | 2021-05-09 23:08:36 +0200 |
|---|---|---|
| committer | GitHub <noreply@github.com> | 2021-05-09 23:08:36 +0200 |
| commit | 5e3c9c7ea285ab834b5d5e6dbe6cdf16a73695fd (patch) | |
| tree | 66a154d5e309bd5cbcc4b8afb3f9b9ed4b725594 /opendc-experiments/opendc-experiments-tf20/README.md | |
| parent | 1387e68a48a00758ae2634de6eb81944d565aec4 (diff) | |
| parent | 763c1f43141f9fcdf80156548efb33e1df7586e4 (diff) | |
exp: Add TensorFlow experiment
This pull request merges the TensorFlow model into the OpenDC codebase.
The model has seen a few changes in order to fit into the current code-base.
* Add model for the high-level Keras library.
* Model TensorFlow compute devices
* Add simple network model for TensorFlow experiments
* Add simple environment reader for experiment setups
* Model distribution strategies for TensorFlow
Diffstat (limited to 'opendc-experiments/opendc-experiments-tf20/README.md')
| -rw-r--r-- | opendc-experiments/opendc-experiments-tf20/README.md | 10 |
1 files changed, 10 insertions, 0 deletions
diff --git a/opendc-experiments/opendc-experiments-tf20/README.md b/opendc-experiments/opendc-experiments-tf20/README.md new file mode 100644 index 00000000..3b3d00f8 --- /dev/null +++ b/opendc-experiments/opendc-experiments-tf20/README.md @@ -0,0 +1,10 @@ +TensorFlow with OpenDC +================= + +This module contains a reproduction of the experiments of Wenchen Lai's MSc Computer Science thesis: +Modeling and Simulation of the Google TensorFlow Ecosystem [1] + +The implementations in this module are still experimental and will be moved into OpenDC library space +once the implementations stabilize. + +[1] https://atlarge-research.com/pdfs/lai2020thesis.pdf |