@@ -11,21 +11,21 @@ Use kepler model server function as a standalone docker container.
1111 Linux:
1212
1313 ``` bash
14- docker run --rm -v " $( pwd) /data" :/data --network=host quay.io/sustainable_computing_io/kepler_model_server:v0.7.11 query
14+ docker run --rm -v " $( pwd) /data" :/data --network=host quay.io/sustainable_computing_io/kepler_model_server:v0.7.11-2 query
1515 ```
1616
1717 mac OS:
1818
1919 ` ` ` bash
20- docker run --rm -v " $( pwd) /data" :/data quay.io/sustainable_computing_io/kepler_model_server:v0.7.11 query -s http://host.docker.internal:9090
20+ docker run --rm -v " $( pwd) /data" :/data quay.io/sustainable_computing_io/kepler_model_server:v0.7.11-2 query -s http://host.docker.internal:9090
2121 ` ` `
2222
2323 output of query will be saved as ` output.json` by default
2424
25253. Run training pipeline
2626
2727 ` ` ` bash
28- docker run --rm -v " $( pwd) /data" :/data quay.io/sustainable_computing_io/kepler_model_server:v0.7.11 train -i output_kepler_query
28+ docker run --rm -v " $( pwd) /data" :/data quay.io/sustainable_computing_io/kepler_model_server:v0.7.11-2 train -i output_kepler_query
2929 ` ` `
3030
3131 output of trained model will be under pipeline folder ` default` or can be specified by ` -p`
@@ -57,7 +57,7 @@ Use kepler model server function as a standalone docker container.
57574. Test estimation
5858
5959 ` ` ` bash
60- docker run --rm -v " $( pwd) /data" :/data quay.io/sustainable_computing_io/kepler_model_server:v0.7.11 estimate -i output_kepler_query
60+ docker run --rm -v " $( pwd) /data" :/data quay.io/sustainable_computing_io/kepler_model_server:v0.7.11-2 estimate -i output_kepler_query
6161 ` ` `
6262
6363 output will be under the folder ` output` .
@@ -73,25 +73,25 @@ Use kepler model server function as a standalone docker container.
7373 5.1. Plot extracted and isolated data (` preprocess` )
7474
7575 ` ` ` bash
76- docker run --rm -v " $( pwd) /data" :/data quay.io/sustainable_computing_io/kepler_model_server:v0.7.11 plot --target-data preprocess
76+ docker run --rm -v " $( pwd) /data" :/data quay.io/sustainable_computing_io/kepler_model_server:v0.7.11-2 plot --target-data preprocess
7777 ` ` `
7878
7979 5.2. Plot best prediction result (` estimate` )
8080
8181 ` ` ` bash
82- docker run --rm -v " $( pwd) /data" :/data quay.io/sustainable_computing_io/kepler_model_server:v0.7.11 plot --target-data estimate -i output_kepler_query
82+ docker run --rm -v " $( pwd) /data" :/data quay.io/sustainable_computing_io/kepler_model_server:v0.7.11-2 plot --target-data estimate -i output_kepler_query
8383 ` ` `
8484
8585 5.3. Plot prediction result on specific trainer model and feature group (` estimate` )
8686
8787 ` ` ` bash
88- docker run --rm -v " $( pwd) /data" :/data quay.io/sustainable_computing_io/kepler_model_server:v0.7.11 plot --target-data estimate -i output_kepler_query --model-name GradientBoostingRegressorTrainer_0 --feature-group BPFOnly
88+ docker run --rm -v " $( pwd) /data" :/data quay.io/sustainable_computing_io/kepler_model_server:v0.7.11-2 plot --target-data estimate -i output_kepler_query --model-name GradientBoostingRegressorTrainer_0 --feature-group BPFOnly
8989 ` ` `
9090
9191 5.4. Plot prediction error comparison among feature group and trainer model (` error` )
9292
9393 ` ` ` bash
94- docker run --rm -v " $( pwd) /data" :/data quay.io/sustainable_computing_io/kepler_model_server:v0.7.11 plot --target-data error -i output_kepler_query
94+ docker run --rm -v " $( pwd) /data" :/data quay.io/sustainable_computing_io/kepler_model_server:v0.7.11-2 plot --target-data error -i output_kepler_query
9595 ` ` `
9696
9797 output will be under the folder ` output` .
@@ -102,5 +102,5 @@ Use kepler model server function as a standalone docker container.
102102 KEPLER_MODEL_DB_MODELS_PATH= < path to kepler-model-db/models >
103103 MACHINE_ID= < machine id >
104104 GH_ACCOUNT= < github account >
105- docker run --rm -v " ${KEPLER_MODEL_DB_MODELS_PATH} " :/output -v " $( pwd) /data" :/data quay.io/sustainable_computing_io/kepler_model_server:v0.7.11 export $MACHINE_ID /output $GH_ACCOUNT
105+ docker run --rm -v " ${KEPLER_MODEL_DB_MODELS_PATH} " :/output -v " $( pwd) /data" :/data quay.io/sustainable_computing_io/kepler_model_server:v0.7.11-2 export $MACHINE_ID /output $GH_ACCOUNT
106106 ` ` `
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