permutation_65q.json

{
  "env_cls": "qiskit_gym.envs.synthesis.PermutationEnv",
  "env": {
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    "difficulty": 1,
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    "metrics_weights": {
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      "n_layers": 0.01,
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    "add_inverts": true,
    "add_perms": true
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  "policy_cls": "twisterl.nn.BasicPolicy",
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    "common_layers": [
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    "policy_layers": [],
    "value_layers": []
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  "algorithm_cls": "twisterl.rl.PPO",
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      "num_episodes": 1024,
      "lambda": 0.995,
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      "ent_coef": 0.01,
      "clip_ratio": 0.1,
      "normalize_advantage": false
    },
    "learning": {
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      "diff_metric": "ppo_deterministic"
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    "optimizer": {
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    "evals": {
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        "deterministic": true,
        "num_searches": 1,
        "num_mcts_searches": 0,
        "num_cores": 32,
        "C": 1.41
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      }
    },
    "logging": {
      "log_freq": 1,
      "checkpoint_freq": 10
    }
  }
}