feat(convergence analysis): updated convergence analysis script to also print out index of found item
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6 changed files with 60 additions and 19 deletions
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@ -23,7 +23,7 @@ morphology:
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morph_mode: CENTRALIZED
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experiment:
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exp_name: "final-models/centralized/"
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exp_name: "final-models-v2/centralized/"
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seed: 42
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torch_deterministic: true
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cuda: true
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@ -34,8 +34,8 @@ logging:
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save_checkpoints: true
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upload_final_model: true
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upload_checkpoints: true
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checkpoint_frequency: 20
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wandb_project_name: "final-models"
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checkpoint_frequency: 10
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wandb_project_name: "final-models-v2"
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evaluation:
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evaluate_checkpoints: true
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@ -9,12 +9,14 @@ eval_seed: 0
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# Cross-model comparison settings
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# We use 10 episodes to get a more robust average for the final poster results.
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comparison_base_seed: 0
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comparison_num_episodes: 2
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comparison_num_episodes: 10
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comparison_output_csv: "runs/evaluation/comparison.csv"
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# Paths to the .cleanrl_model files to be compared (relative to workspace root).
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comparison_models:
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- "runs/input-space-2-arms/2026-05-02/08-14-58/final_model.flax"
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- "runs/final-v2-centralized/artifacts/12-19-01_checkpoint_v22/checkpoint_step_230.flax"
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- "runs/final-v2-fully-conn/artifacts/14-02-00_checkpoint_v17/checkpoint_step_180.flax"
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- "runs/final-v2-ring/artifacts/15-27-03_checkpoint_v21/checkpoint_step_220.flax"
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# Path to the morphologies to evaluate against.
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comparison_morphologies:
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@ -26,7 +26,7 @@ morphology:
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morph_mode: FULLY_CONNECTED
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experiment:
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exp_name: "final-models/fully-connected/"
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exp_name: "final-models-v2/fully-connected/"
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seed: 42
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torch_deterministic: true
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cuda: true
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@ -37,8 +37,8 @@ logging:
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save_checkpoints: true
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upload_final_model: true
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upload_checkpoints: true
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checkpoint_frequency: 20
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wandb_project_name: "final-models"
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checkpoint_frequency: 10
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wandb_project_name: "final-models-v2"
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evaluation:
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evaluate_checkpoints: true
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@ -26,7 +26,7 @@ morphology:
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morph_mode: RING
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experiment:
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exp_name: "final-models/ring/"
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exp_name: "final-models-v2/ring/"
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seed: 42
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torch_deterministic: true
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cuda: true
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@ -37,8 +37,8 @@ logging:
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save_checkpoints: true
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upload_final_model: true
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upload_checkpoints: true
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checkpoint_frequency: 20
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wandb_project_name: "final-models"
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checkpoint_frequency: 10
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wandb_project_name: "final-models-v2"
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evaluation:
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evaluate_checkpoints: true
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