-
Notifications
You must be signed in to change notification settings - Fork 1
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
Added the no. of configs evaluated to the ASHA benchmarking scripts, …
…created 5 different ASHA scripts for each tunable parameter
- Loading branch information
1 parent
74cec23
commit efbc966
Showing
6 changed files
with
148 additions
and
3 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,29 @@ | ||
| #!/usr/bin/env bash | ||
|
|
||
| current_folder="${BASH_SOURCE%/*}" | ||
| results_file="${current_folder}/results/asha_early_stopping.csv" | ||
| temp_file="${current_folder}/.temp" | ||
|
|
||
| mkdir -p "${current_folder}/results" && touch ${results_file} | ||
|
|
||
| echo "Workers,Min_R,Max_R,Reduction_Factor,Early_Stopping_Rounds,Time,Score,Configs_Evaluated" > ${results_file} | ||
|
|
||
| for i in 1 2 4 8 16 32 64 128 256; do | ||
| echo ${i} | ||
| workers=100 | ||
| min_r=1 | ||
| max_r=256 | ||
| early_stopping_rounds=${i} | ||
| reduction_factor=2 | ||
|
|
||
| params="{\"n_workers\": ${workers}, \"min_r\": ${min_r}, \"max_r\": ${max_r},\ | ||
| \"reduction_factor\": ${reduction_factor}, \"early_stopping_rounds\": ${early_stopping_rounds},\"cv\": 3}" | ||
|
|
||
| python "${current_folder}/../main.py" -a asha -p "${params}" > ${temp_file} | ||
| score=`grep -oP "(?<=Best score: ).+" ${temp_file}` | ||
| time=`grep -oP "(?<=Took: )[\\d\\.]+" ${temp_file}` | ||
| configs=`grep -oP "(?<=Total configs evaluated: ).+" ${temp_file}` | ||
| echo "${workers},${min_r},${max_r},${reduction_factor},${early_stopping_rounds},${time},${score},${configs}" >> ${results_file} | ||
| done | ||
|
|
||
| rm -f ${temp_file} &> /dev/null |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,29 @@ | ||
| #!/usr/bin/env bash | ||
|
|
||
| current_folder="${BASH_SOURCE%/*}" | ||
| results_file="${current_folder}/results/asha_max_r.csv" | ||
| temp_file="${current_folder}/.temp" | ||
|
|
||
| mkdir -p "${current_folder}/results" && touch ${results_file} | ||
|
|
||
| echo "Workers,Min_R,Max_R,Reduction_Factor,Early_Stopping_Rounds,Time,Score,Configs_Evaluated" > ${results_file} | ||
|
|
||
| for i in 2 4 8 16 32 64 128 256; do | ||
| echo ${i} | ||
| workers=100 | ||
| min_r=1 | ||
| max_r=${i} | ||
| early_stopping_rounds=${max_r} | ||
| reduction_factor=2 | ||
|
|
||
| params="{\"n_workers\": ${workers}, \"min_r\": ${min_r}, \"max_r\": ${max_r},\ | ||
| \"reduction_factor\": ${reduction_factor}, \"early_stopping_rounds\": ${early_stopping_rounds},\"cv\": 3}" | ||
|
|
||
| python "${current_folder}/../main.py" -a asha -p "${params}" > ${temp_file} | ||
| score=`grep -oP "(?<=Best score: ).+" ${temp_file}` | ||
| time=`grep -oP "(?<=Took: )[\\d\\.]+" ${temp_file}` | ||
| configs=`grep -oP "(?<=Total configs evaluated: ).+" ${temp_file}` | ||
| echo "${workers},${min_r},${max_r},${reduction_factor},${early_stopping_rounds},${time},${score},${configs}" >> ${results_file} | ||
| done | ||
|
|
||
| rm -f ${temp_file} &> /dev/null |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,29 @@ | ||
| #!/usr/bin/env bash | ||
|
|
||
| current_folder="${BASH_SOURCE%/*}" | ||
| results_file="${current_folder}/results/asha_min_r.csv" | ||
| temp_file="${current_folder}/.temp" | ||
|
|
||
| mkdir -p "${current_folder}/results" && touch ${results_file} | ||
|
|
||
| echo "Workers,Min_R,Max_R,Reduction_Factor,Early_Stopping_Rounds,Time,Score,Configs_Evaluated" > ${results_file} | ||
|
|
||
| for i in 1 2 4 8 16 32 64 128 256; do | ||
| echo ${i} | ||
| workers=100 | ||
| min_r=${i} | ||
| max_r=256 | ||
| early_stopping_rounds=${max_r} | ||
| reduction_factor=2 | ||
|
|
||
| params="{\"n_workers\": ${workers}, \"min_r\": ${min_r}, \"max_r\": ${max_r},\ | ||
| \"reduction_factor\": ${reduction_factor}, \"early_stopping_rounds\": ${early_stopping_rounds},\"cv\": 3}" | ||
|
|
||
| python "${current_folder}/../main.py" -a asha -p "${params}" > ${temp_file} | ||
| score=`grep -oP "(?<=Best score: ).+" ${temp_file}` | ||
| time=`grep -oP "(?<=Took: )[\\d\\.]+" ${temp_file}` | ||
| configs=`grep -oP "(?<=Total configs evaluated: ).+" ${temp_file}` | ||
| echo "${workers},${min_r},${max_r},${reduction_factor},${early_stopping_rounds},${time},${score},${configs}" >> ${results_file} | ||
| done | ||
|
|
||
| rm -f ${temp_file} &> /dev/null |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,29 @@ | ||
| #!/usr/bin/env bash | ||
|
|
||
| current_folder="${BASH_SOURCE%/*}" | ||
| results_file="${current_folder}/results/asha_rf.csv" | ||
| temp_file="${current_folder}/.temp" | ||
|
|
||
| mkdir -p "${current_folder}/results" && touch ${results_file} | ||
|
|
||
| echo "Workers,Min_R,Max_R,Reduction_Factor,Early_Stopping_Rounds,Time,Score,Configs_Evaluated" > ${results_file} | ||
|
|
||
| for i in 2 4 8; do | ||
| echo ${i} | ||
| workers=100 | ||
| min_r=1 | ||
| max_r=64 | ||
| early_stopping_rounds=${max_r} | ||
| reduction_factor=${i} | ||
|
|
||
| params="{\"n_workers\": ${workers}, \"min_r\": ${min_r}, \"max_r\": ${max_r},\ | ||
| \"reduction_factor\": ${reduction_factor}, \"early_stopping_rounds\": ${early_stopping_rounds},\"cv\": 3}" | ||
|
|
||
| python "${current_folder}/../main.py" -a asha -p "${params}" > ${temp_file} | ||
| score=`grep -oP "(?<=Best score: ).+" ${temp_file}` | ||
| time=`grep -oP "(?<=Took: )[\\d\\.]+" ${temp_file}` | ||
| configs=`grep -oP "(?<=Total configs evaluated: ).+" ${temp_file}` | ||
| echo "${workers},${min_r},${max_r},${reduction_factor},${early_stopping_rounds},${time},${score},${configs}" >> ${results_file} | ||
| done | ||
|
|
||
| rm -f ${temp_file} &> /dev/null |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,29 @@ | ||
| #!/usr/bin/env bash | ||
|
|
||
| current_folder="${BASH_SOURCE%/*}" | ||
| results_file="${current_folder}/results/asha_workers.csv" | ||
| temp_file="${current_folder}/.temp" | ||
|
|
||
| mkdir -p "${current_folder}/results" && touch ${results_file} | ||
|
|
||
| echo "Workers,Min_R,Max_R,Reduction_Factor,Early_Stopping_Rounds,Time,Score,Configs_Evaluated" > ${results_file} | ||
|
|
||
| for i in 2 4 8 16 32 64 128 256 512; do | ||
| echo ${i} | ||
| workers=${i} | ||
| min_r=1 | ||
| max_r=256 | ||
| early_stopping_rounds=${max_r} | ||
| reduction_factor=2 | ||
|
|
||
| params="{\"n_workers\": ${workers}, \"min_r\": ${min_r}, \"max_r\": ${max_r},\ | ||
| \"reduction_factor\": ${reduction_factor}, \"early_stopping_rounds\": ${early_stopping_rounds},\"cv\": 3}" | ||
|
|
||
| python "${current_folder}/../main.py" -a asha -p "${params}" > ${temp_file} | ||
| score=`grep -oP "(?<=Best score: ).+" ${temp_file}` | ||
| time=`grep -oP "(?<=Took: )[\\d\\.]+" ${temp_file}` | ||
| configs=`grep -oP "(?<=Total configs evaluated: ).+" ${temp_file}` | ||
| echo "${workers},${min_r},${max_r},${reduction_factor},${early_stopping_rounds},${time},${score},${configs}" >> ${results_file} | ||
| done | ||
|
|
||
| rm -f ${temp_file} &> /dev/null |