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PPO playing impala-PongNoFrameskip-v4 from https://github.com/sgoodfriend/rl-algo-impls/tree/e47a44c4d891f48885af0b1605b30d19fc67b5af
be9c115
# Support for PyTorch mps mode (https://pytorch.org/docs/stable/notes/mps.html)
import os
os.environ["PYTORCH_ENABLE_MPS_FALLBACK"] = "1"
from runner.evaluate import EvalArgs, evaluate_model
from runner.running_utils import base_parser
if __name__ == "__main__":
parser = base_parser(multiple=False)
parser.add_argument("--render", default=True, type=bool)
parser.add_argument("--best", default=True, type=bool)
parser.add_argument("--n_envs", default=1, type=int)
parser.add_argument("--n_episodes", default=3, type=int)
parser.add_argument("--deterministic-eval", default=None, type=bool)
parser.add_argument(
"--no-print-returns", action="store_true", help="Limit printing"
)
# wandb-run-path overrides base RunArgs
parser.add_argument("--wandb-run-path", default=None, type=str)
parser.set_defaults(
algo=["ppo"],
)
args = parser.parse_args()
args.algo = args.algo[0]
args.env = args.env[0]
args = EvalArgs(**vars(args))
evaluate_model(args, os.path.dirname(__file__))