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feat(convergence analysis): updated convergence analysis script to also print out index of found item

This commit is contained in:
Robin Meersman 2026-05-15 20:52:06 +02:00
parent fc80799899
commit 7334565d69
6 changed files with 60 additions and 19 deletions

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@ -23,7 +23,7 @@ morphology:
morph_mode: CENTRALIZED
experiment:
exp_name: "final-models/centralized/"
exp_name: "final-models-v2/centralized/"
seed: 42
torch_deterministic: true
cuda: true
@ -34,8 +34,8 @@ logging:
save_checkpoints: true
upload_final_model: true
upload_checkpoints: true
checkpoint_frequency: 20
wandb_project_name: "final-models"
checkpoint_frequency: 10
wandb_project_name: "final-models-v2"
evaluation:
evaluate_checkpoints: true

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@ -9,12 +9,14 @@ eval_seed: 0
# Cross-model comparison settings
# We use 10 episodes to get a more robust average for the final poster results.
comparison_base_seed: 0
comparison_num_episodes: 2
comparison_num_episodes: 10
comparison_output_csv: "runs/evaluation/comparison.csv"
# Paths to the .cleanrl_model files to be compared (relative to workspace root).
comparison_models:
- "runs/input-space-2-arms/2026-05-02/08-14-58/final_model.flax"
- "runs/final-v2-centralized/artifacts/12-19-01_checkpoint_v22/checkpoint_step_230.flax"
- "runs/final-v2-fully-conn/artifacts/14-02-00_checkpoint_v17/checkpoint_step_180.flax"
- "runs/final-v2-ring/artifacts/15-27-03_checkpoint_v21/checkpoint_step_220.flax"
# Path to the morphologies to evaluate against.
comparison_morphologies:

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@ -26,7 +26,7 @@ morphology:
morph_mode: FULLY_CONNECTED
experiment:
exp_name: "final-models/fully-connected/"
exp_name: "final-models-v2/fully-connected/"
seed: 42
torch_deterministic: true
cuda: true
@ -37,8 +37,8 @@ logging:
save_checkpoints: true
upload_final_model: true
upload_checkpoints: true
checkpoint_frequency: 20
wandb_project_name: "final-models"
checkpoint_frequency: 10
wandb_project_name: "final-models-v2"
evaluation:
evaluate_checkpoints: true

View file

@ -26,7 +26,7 @@ morphology:
morph_mode: RING
experiment:
exp_name: "final-models/ring/"
exp_name: "final-models-v2/ring/"
seed: 42
torch_deterministic: true
cuda: true
@ -37,8 +37,8 @@ logging:
save_checkpoints: true
upload_final_model: true
upload_checkpoints: true
checkpoint_frequency: 20
wandb_project_name: "final-models"
checkpoint_frequency: 10
wandb_project_name: "final-models-v2"
evaluation:
evaluate_checkpoints: true