Update keep_checkpoints_num to 100 million for all to ensure all checkpoints are saved

baselines/action_masking_and_skipping/apex_tree_obs_small_v0.yaml

@@ -5,7 +5,7 @@ apex-tree-obs-small-v0:
         timesteps_total: 15000000  # 1.5e7
     checkpoint_freq: 50
     checkpoint_at_end: True
-    keep_checkpoints_num: 100
+    keep_checkpoints_num: 100000000
     checkpoint_score_attr: episode_reward_mean
     num_samples: 3
     config:

baselines/action_masking_and_skipping/apex_tree_obs_small_v0_skip.yaml

@@ -5,7 +5,7 @@ apex-tree-obs-small-v0-skip:
         timesteps_total: 15000000  # 1.5e7
     checkpoint_freq: 50
     checkpoint_at_end: True
-    keep_checkpoints_num: 100
+    keep_checkpoints_num: 100000000
     checkpoint_score_attr: episode_reward_mean
     num_samples: 3
     config:

baselines/action_masking_and_skipping/ppo_tree_obs_small_v0.yaml

@@ -5,7 +5,7 @@ ppo-tree-obs-small-v0:
         timesteps_total: 15000000  # 1.5e7
     checkpoint_freq: 50
     checkpoint_at_end: True
-    keep_checkpoints_num: 100
+    keep_checkpoints_num: 100000000
     checkpoint_score_attr: episode_reward_mean
     num_samples: 3
     config:

baselines/action_masking_and_skipping/ppo_tree_obs_small_v0_mask.yaml

@@ -5,7 +5,7 @@ sparse-mask-ppo-tree-obs-small-v0:
         timesteps_total: 15000000  # 1.5e7
     checkpoint_freq: 50
     checkpoint_at_end: True
-    keep_checkpoints_num: 100
+    keep_checkpoints_num: 100000000
     checkpoint_score_attr: episode_reward_mean
     num_samples: 3
     config:

baselines/action_masking_and_skipping/ppo_tree_obs_small_v0_skip.yaml

@@ -5,7 +5,7 @@ ppo-tree-obs-small-v0-skip:
         timesteps_total: 15000000  # 1.5e7
     checkpoint_freq: 50
     checkpoint_at_end: True
-    keep_checkpoints_num: 100
+    keep_checkpoints_num: 100000000
     checkpoint_score_attr: episode_reward_mean
     num_samples: 3
     config:

baselines/apex_tree_obs/apex.yaml

@@ -5,7 +5,7 @@ flatland-sparse-small-tree-fc-apex:
         timesteps_total: 15000000  # 1.5e7
     checkpoint_freq: 50
     checkpoint_at_end: True
-    keep_checkpoints_num: 100
+    keep_checkpoints_num: 100000000
     checkpoint_score_attr: episode_reward_mean
     num_samples: 3
     config:

baselines/ccppo_tree_obs/ccppo.yaml

@@ -5,7 +5,7 @@ flatland-random-sparse-small-tree-fc-cctransformer:
         timesteps_total: 15000000  # 1.5e7
     checkpoint_freq: 50
     checkpoint_at_end: True
-    keep_checkpoints_num: 100
+    keep_checkpoints_num: 100000000
     checkpoint_score_attr: episode_reward_mean
     num_samples: 3
     config:

baselines/ccppo_tree_obs/ccppo_base.yaml

@@ -5,7 +5,7 @@ flatland-random-sparse-small-tree-fc-cctransformer:
         timesteps_total: 15000000  # 1.5e7
     checkpoint_freq: 50
     checkpoint_at_end: True
-    keep_checkpoints_num: 100
+    keep_checkpoints_num: 100000000
     checkpoint_score_attr: episode_reward_mean
     num_samples: 3
     config:

baselines/combined_tree_local_conflict_obs/sparse_small_apex_maxdepth2_spmaxdepth30.yaml

@@ -5,7 +5,7 @@ flatland-sparse-small-combined-obs-tree-local-conflict-apex:
         timesteps_total: 15000000  # 1.5e7
     checkpoint_freq: 50
     checkpoint_at_end: True
-    keep_checkpoints_num: 100
+    keep_checkpoints_num: 100000000
     checkpoint_score_attr: episode_reward_mean
     num_samples: 3
     config:

baselines/custom_imitation_learning_rllib_tree_obs/ppo_imitation_tree_obs.yaml

@@ -5,7 +5,7 @@ flatland-sparse-small-tree-fc-apex-il-trainer:
         timesteps_total: 15000000  # 1.5e7
     checkpoint_freq: 50
     checkpoint_at_end: True
-    keep_checkpoints_num: 50
+    keep_checkpoints_num: 100000000
     checkpoint_score_attr: episode_reward_mean
     num_samples: 3
     config:

baselines/custom_imitation_learning_rllib_tree_obs/pure_imitation_tree_obs.yaml

@@ -5,7 +5,7 @@ flatland-sparse-small-tree-fc-apex-il-trainer:
         timesteps_total: 15000000  # 1.5e7
     checkpoint_freq: 50
     checkpoint_at_end: True
-    keep_checkpoints_num: 50
+    keep_checkpoints_num: 100000000
     checkpoint_score_attr: episode_reward_mean
     num_samples: 3
     config:

baselines/global_density_obs/sparse_small_apex_expdecay_maxt1000.yaml

@@ -5,7 +5,7 @@ flatland-sparse-small-density-cnn-apex:
         timesteps_total: 15000000  # 1.5e7
     checkpoint_freq: 50
     checkpoint_at_end: True
-    keep_checkpoints_num: 100
+    keep_checkpoints_num: 100000000
     checkpoint_score_attr: episode_reward_mean
     num_samples: 3
     config:

baselines/global_obs_ppo/global_obs_ppo.yaml

@@ -5,7 +5,7 @@ flatland-sparse-global-conv-ppo:
         timesteps_total: 15000000  # 1.5e7
     checkpoint_freq: 50
     checkpoint_at_end: True
-    keep_checkpoints_num: 100
+    keep_checkpoints_num: 100000000
     checkpoint_score_attr: episode_reward_mean
     num_samples: 3
     config:

baselines/imitation_learning_tree_obs/apex_il_tree_obs_25.yaml

@@ -5,7 +5,7 @@ flatland-random-sparse-small-tree-fc-apex-il-loss:
         timesteps_total: 1000000000  # 1e9
     checkpoint_freq: 50
     checkpoint_at_end: True
-    keep_checkpoints_num: 100
+    keep_checkpoints_num: 100000000
     checkpoint_score_attr: episode_reward_mean
     num_samples: 3
     config:

baselines/imitation_learning_tree_obs/apex_il_tree_obs_75.yaml

@@ -5,7 +5,7 @@ flatland-random-sparse-small-tree-fc-apex-il-loss:
         timesteps_total: 1000000000  # 1e9
     checkpoint_freq: 50
     checkpoint_at_end: True
-    keep_checkpoints_num: 100
+    keep_checkpoints_num: 100000000
     checkpoint_score_attr: episode_reward_mean
     num_samples: 3
     config:

baselines/imitation_learning_tree_obs/apex_pure_il.yaml

@@ -5,7 +5,7 @@ flatland-random-sparse-small-tree-fc-apex-il-loss:
         timesteps_total: 1000000000  # 1e9
     checkpoint_freq: 50
     checkpoint_at_end: True
-    keep_checkpoints_num: 100
+    keep_checkpoints_num: 100000000
     checkpoint_score_attr: episode_reward_mean
     num_samples: 3
     config:

baselines/imitation_learning_tree_obs/marwil_tree_obs_all_beta.yaml

@@ -5,7 +5,7 @@ flatland-random-sparse-small-tree-fc-marwil-il:
         timesteps_total: 5000000000  # 5e9
     checkpoint_freq: 50
     checkpoint_at_end: True
-    keep_checkpoints_num: 100
+    keep_checkpoints_num: 100000000
     checkpoint_score_attr: episode_reward_mean
     num_samples: 3
     config:

baselines/local_conflict_obs_apex/local_conflict_obs_apex.yaml

@@ -5,7 +5,7 @@ flatland-random-sparse-small-tree-fc-ppo:
         timesteps_total: 15000000  # 1.5e7
     checkpoint_freq: 50
     checkpoint_at_end: True
-    keep_checkpoints_num: 100
+    keep_checkpoints_num: 100000000
     checkpoint_score_attr: episode_reward_mean
     num_samples: 3
     config: