Hi there! I've been trying to use AIM to track metrics for Stable-Baselines3 project. I've been trying to use the AimCallback (https://aimstack.readthedocs.io/en/latest/quick_start/integrations.html) with Stable-Baselines3 to monitor logs and metrics as the model learns. However, I've run into an issue where the AIM run isn't tracking any metrics at all. Specifically, I'm interested in tracking metrics such as explained_variance and loss. Despite this, when I check the metrics tab, no metrics are displayed.
To reproduce
import os
import gymnasium
from stable_baselines3 import PPO
from stable_baselines3.common.vec_env import DummyVecEnv
from stable_baselines3.common.evaluation import evaluate_policy
from aim.sb3 import AimCallback
environment_name = 'CartPole-v1'
env = gymnasium.make(environment_name)
env = DummyVecEnv([lambda: env])
model = PPO('MlpPolicy', env, verbose = 1)
model.learn(total_timesteps=10_000, callback=AimCallback(repo='.', experiment_name='example_experiment'))
🐛 Bug
Hi there! I've been trying to use AIM to track metrics for Stable-Baselines3 project. I've been trying to use the
AimCallback(https://aimstack.readthedocs.io/en/latest/quick_start/integrations.html) with Stable-Baselines3 to monitor logs and metrics as the model learns. However, I've run into an issue where the AIM run isn't tracking any metrics at all. Specifically, I'm interested in tracking metrics such as explained_variance and loss. Despite this, when I check the metrics tab, no metrics are displayed.To reproduce
Am I doing anything wrong? I'm following the steps indicated in AIM documentation, but no metrics are getting tracked (https://aimstack.readthedocs.io/en/latest/quick_start/integrations.html)
Thanks a lot!