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[Autotuner] Improve unit test reliability 1 #2538

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[Autotuner] Improve unit test reliability 1 #2538

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d947e62
fix pip cache, pip-compile lock reqs
luarss Oct 31, 2024
eb67c27
add ensure ray stop before starting any tests
luarss Oct 31, 2024
437ab5b
reenable ci
luarss Oct 31, 2024
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15 changes: 15 additions & 0 deletions flow/test/test_helper.sh
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Original file line number Diff line number Diff line change
Expand Up @@ -77,6 +77,21 @@ if [ $ret -eq 0 ] && grep -q 'power:' <(echo $TARGETS); then
ret=$(( ret + $? ))
fi

# Run Autotuner CI specifically for gcd on selected platforms.
RUN_AUTOTUNER=0
case $DESIGN_NAME in
"gcd")
RUN_AUTOTUNER=1
;;
esac
case $PLATFORM in
"asap7" | "sky130hd" | "ihp-sg13g2" )
# Keep RUN_AUTOTUNER enabled only for these platforms
;;
*)
RUN_AUTOTUNER=0
;;
esac
if [[ -n "${RUN_AUTOTUNER+x}" ]] && [[ ${RUN_AUTOTUNER} -eq 1 ]]; then
# run the commands in ORFS root dir
echo "[INFO FLW-0029] Installing dependencies in virtual environment."
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1 change: 1 addition & 0 deletions tools/AutoTuner/.gitignore
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Expand Up @@ -10,3 +10,4 @@ __pycache__/
# Autotuner env
autotuner_env
.env
.venv
15 changes: 15 additions & 0 deletions tools/AutoTuner/Makefile
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@@ -0,0 +1,15 @@
clearcache:
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you need .PHONY target, or you are in for some subtle surprises

@echo "Cleaning python cache"
@find . -type d -name __pycache__ -exec rm -r {} \+

init:
@echo "Installing python environment"
@./installer.sh

reqs:
@echo "Compiling requirements"
@rm -f requirements.txt
@.venv/bin/pip-compile --output-file=requirements.txt requirements.in

test:
@echo "Running tests"
3 changes: 2 additions & 1 deletion tools/AutoTuner/installer.sh
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Expand Up @@ -7,5 +7,6 @@ script_dir="$(dirname "${BASH_SOURCE[0]}")"
venv_name="autotuner_env"
python3 -m venv "$script_dir/$venv_name"
source "$script_dir/$venv_name/bin/activate"
pip3 install -U -r $script_dir/requirements.txt
pip3 cache purge
pip3 install --no-cache-dir -U -r $script_dir/requirements.txt
deactivate
12 changes: 12 additions & 0 deletions tools/AutoTuner/requirements.in
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@@ -0,0 +1,12 @@
ray[default,tune]==2.9.3
ax-platform>=0.3.3,<=0.3.7
hyperopt==0.2.7
optuna==3.6.0
pandas>=2.0,<=2.2.1
bayesian-optimization==1.4.0
colorama==0.4.6
tensorboard>=2.14.0,<=2.16.2
protobuf==3.20.3
SQLAlchemy==1.4.17
urllib3<=1.26.15
pip-tools==7.4.1
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