fix: resolved todo in checkpoint evaluation regarding message passing
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3 changed files with 81 additions and 7 deletions
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@ -34,6 +34,7 @@ from brittle_star_project.evaluation.video import (
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create_evaluation_dir,
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save_evaluation_metadata,
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)
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from brittle_star_project.MLPs.adjancency_builder import build_adjacency
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@hydra.main(config_path="../configs", config_name="main_config", version_base="1.3")
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@ -134,8 +135,23 @@ def main(dict_cfg: DictConfig) -> None:
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trained_action_dim = raw_env.action_space.shape[0] // needed_copies
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# 7. Load policy
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message_passing_steps = (
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metadata.get("architecture", {}) or {}
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).get("message_passing_steps")
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if message_passing_steps is None:
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message_passing_steps = 4
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message_passing_steps = int(message_passing_steps)
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adj_matrix = None
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if env_morphology.morph_mode != MorphMode.CENTRALIZED:
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adj_matrix = build_adjacency(env_morphology.segments_per_arm, env_morphology.morph_mode)
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policy = PolicyAgent.from_checkpoint(
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model_path, action_dim=trained_action_dim, obs_processor=obs_processor
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model_path,
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action_dim=trained_action_dim,
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obs_processor=obs_processor,
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message_passing_steps=message_passing_steps,
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adj_matrix=adj_matrix,
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)
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# Convert the JAX boolean mask to a numpy array for easy indexing
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