fix pip cache, pip-compile lock reqs

Signed-off-by: Jack Luar <[email protected]>

tools/AutoTuner/.gitignore

@@ -10,3 +10,4 @@ __pycache__/
 # Autotuner env
 autotuner_env
 .env
+.venv

tools/AutoTuner/Makefile

@@ -0,0 +1,15 @@
+clearcache:
+	@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"

tools/AutoTuner/installer.sh

@@ -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

tools/AutoTuner/requirements.in

@@ -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