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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/src/main/resources | |
| 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/src/main/resources')
| -rw-r--r-- | opendc-experiments/opendc-experiments-tf20/src/main/resources/ibm.json | 113 | ||||
| -rw-r--r-- | opendc-experiments/opendc-experiments-tf20/src/main/resources/kth.json | 33 |
2 files changed, 146 insertions, 0 deletions
diff --git a/opendc-experiments/opendc-experiments-tf20/src/main/resources/ibm.json b/opendc-experiments/opendc-experiments-tf20/src/main/resources/ibm.json new file mode 100644 index 00000000..b16d1b18 --- /dev/null +++ b/opendc-experiments/opendc-experiments-tf20/src/main/resources/ibm.json @@ -0,0 +1,113 @@ +{ + "name": "IBM Environment Setup", + "rooms": [ + { + "type": "SERVER", + "objects": [ + { + "type": "RACK", + "machines": [ + { "cpus": [2], "memories": [2]}, + { "cpus": [2], "memories": [2]}, + { "cpus": [2], "memories": [2]}, + { "cpus": [2], "memories": [2]}, + { "cpus": [2], "memories": [2]}, + { "cpus": [2], "memories": [2]}, + { "cpus": [2], "memories": [2]}, + { "cpus": [2], "memories": [2]}, + { "cpus": [2], "memories": [2]}, + { "cpus": [2], "memories": [2]}, + { "cpus": [2], "memories": [2]}, + { "cpus": [2], "memories": [2]} + ] + }, + { + "type": "RACK", + "machines": [ + { "cpus": [2], "memories": [2]}, + { "cpus": [2], "memories": [2]}, + { "cpus": [2], "memories": [2]}, + { "cpus": [2], "memories": [2]}, + { "cpus": [2], "memories": [2]}, + { "cpus": [2], "memories": [2]}, + { "cpus": [2], "memories": [2]}, + { "cpus": [2], "memories": [2]}, + { "cpus": [2], "memories": [2]}, + { "cpus": [2], "memories": [2]}, + { "cpus": [2], "memories": [2]}, + { "cpus": [2], "memories": [2]} + ] + }, + { + "type": "RACK", + "machines": [ + { "cpus": [2], "memories": [2]}, + { "cpus": [2], "memories": [2]}, + { "cpus": [2], "memories": [2]}, + { "cpus": [2], "memories": [2]}, + { "cpus": [2], "memories": [2]}, + { "cpus": [2], "memories": [2]}, + { "cpus": [2], "memories": [2]}, + { "cpus": [2], "memories": [2]}, + { "cpus": [2], "memories": [2]}, + { "cpus": [2], "memories": [2]}, + { "cpus": [2], "memories": [2]}, + { "cpus": [2], "memories": [2]} + ] + }, + { + "type": "RACK", + "machines": [ + { "cpus": [2], "memories": [2]}, + { "cpus": [2], "memories": [2]}, + { "cpus": [2], "memories": [2]}, + { "cpus": [2], "memories": [2]}, + { "cpus": [2], "memories": [2]}, + { "cpus": [2], "memories": [2]}, + { "cpus": [2], "memories": [2]}, + { "cpus": [2], "memories": [2]}, + { "cpus": [2], "memories": [2]}, + { "cpus": [2], "memories": [2]}, + { "cpus": [2], "memories": [2]}, + { "cpus": [2], "memories": [2]} + ] + }, + { + "type": "RACK", + "machines": [ + { "cpus": [4], "memories": [4]}, + { "cpus": [4], "memories": [4]}, + { "cpus": [4], "memories": [4]}, + { "cpus": [4], "memories": [4]}, + { "cpus": [4], "memories": [4]}, + { "cpus": [4], "memories": [4]}, + { "cpus": [4], "memories": [4]}, + { "cpus": [4], "memories": [4]}, + { "cpus": [4], "memories": [4]}, + { "cpus": [4], "memories": [4]}, + { "cpus": [4], "memories": [4]}, + { "cpus": [4], "memories": [4]} + ] + }, + { + "type": "RACK", + "machines": [ + { "cpus": [4], "memories": [4]}, + { "cpus": [4], "memories": [4]}, + { "cpus": [4], "memories": [4]}, + { "cpus": [4], "memories": [4]}, + { "cpus": [4], "memories": [4]}, + { "cpus": [4], "memories": [4]}, + { "cpus": [4], "memories": [4]}, + { "cpus": [4], "memories": [4]}, + { "cpus": [4], "memories": [4]}, + { "cpus": [4], "memories": [4]}, + { "cpus": [4], "memories": [4]}, + { "cpus": [4], "memories": [4]} + ] + } + + ] + } + ] +} diff --git a/opendc-experiments/opendc-experiments-tf20/src/main/resources/kth.json b/opendc-experiments/opendc-experiments-tf20/src/main/resources/kth.json new file mode 100644 index 00000000..50eecb47 --- /dev/null +++ b/opendc-experiments/opendc-experiments-tf20/src/main/resources/kth.json @@ -0,0 +1,33 @@ +{ + "name": "KTH Environment Setup", + "rooms": [ + { + "type": "SERVER", + "objects": [ + { + "type": "RACK", + "machines": [ + {"cpus": [1], "memories": [1]}, + {"cpus": [1], "memories": [1]}, + {"cpus": [1], "memories": [1]}, + {"cpus": [1], "memories": [1]}, + {"cpus": [1], "memories": [1]}, + {"cpus": [1], "memories": [1]}, + {"cpus": [1], "memories": [1]}, + {"cpus": [1], "memories": [1]}, + {"cpus": [1], "memories": [1]}, + {"cpus": [3], "memories": [3]}, + {"cpus": [3], "memories": [3]}, + {"cpus": [3], "memories": [3]}, + {"cpus": [3], "memories": [3]}, + {"cpus": [3], "memories": [3]}, + {"cpus": [3], "memories": [3]}, + {"cpus": [3], "memories": [3]}, + {"cpus": [3], "memories": [3]}, + {"cpus": [3], "memories": [3]} + ] + } + ] + } + ] +} |