results: select BabyAI clean configuration

1 files changed, 151 insertions, 0 deletions

diff --git a/results/babyai_shared/b0/d2_lr0.03_clean_kp.json b/results/babyai_shared/b0/d2_lr0.03_clean_kp.json
new file mode 100644
index 0000000..767f65d
--- /dev/null
+++ b/results/babyai_shared/b0/d2_lr0.03_clean_kp.json
@@ -0,0 +1,151 @@
+{
+  "condition": "clean_kp",
+  "config": {
+    "action_dim": 7,
+    "context_gain": 1.0,
+    "hidden_layers": 2,
+    "input_dim": 984,
+    "learning_rate": 0.03,
+    "mission_dim": 13,
+    "momentum": 0.9,
+    "reciprocal_learning_rate": 0.03,
+    "weight_decay": 0.0001,
+    "width": 256
+  },
+  "data": {
+    "color_cardinality": 6,
+    "elapsed_seconds": 37.730633020401,
+    "env_id": "BabyAI-GoToObjS6-v1",
+    "minigrid_version": "3.1.0",
+    "object_cardinality": 11,
+    "protocol": "babyai_shared_feedback_b0",
+    "rollout_episodes": 500,
+    "rollout_seed_start": 200000,
+    "state_cardinality": 3,
+    "train_episodes": 20000,
+    "train_steps": 70159,
+    "validation_episodes": 2000,
+    "validation_steps": 7019,
+    "vocabulary": [
+      "<unk>",
+      "ball",
+      "blue",
+      "box",
+      "go",
+      "green",
+      "grey",
+      "key",
+      "purple",
+      "red",
+      "the",
+      "to",
+      "yellow"
+    ]
+  },
+  "epoch_history": [
+    {
+      "epoch": 1,
+      "train_loss": 0.4284296942739324
+    },
+    {
+      "epoch": 2,
+      "train_loss": 0.021993979699909686
+    },
+    {
+      "epoch": 3,
+      "train_loss": 0.012347337700511244
+    },
+    {
+      "epoch": 4,
+      "train_loss": 0.11120144955475222
+    },
+    {
+      "epoch": 5,
+      "train_loss": 0.02621290213089775
+    },
+    {
+      "epoch": 6,
+      "train_loss": 0.011413470651869748
+    },
+    {
+      "epoch": 7,
+      "train_loss": 0.011871577144404661
+    },
+    {
+      "epoch": 8,
+      "train_loss": 0.010163592805302787
+    },
+    {
+      "epoch": 9,
+      "train_loss": 0.009837346972728317
+    },
+    {
+      "epoch": 10,
+      "train_loss": 0.01011049080259082
+    },
+    {
+      "epoch": 11,
+      "train_loss": 0.009574851958419789
+    },
+    {
+      "epoch": 12,
+      "train_loss": 0.009629912125899202
+    },
+    {
+      "epoch": 13,
+      "train_loss": 0.009786839098352092
+    },
+    {
+      "epoch": 14,
+      "train_loss": 0.009409503974602558
+    },
+    {
+      "epoch": 15,
+      "train_loss": 0.009612279576884413
+    }
+  ],
+  "epochs_completed": 15,
+  "finite": true,
+  "first_nonfinite_epoch": null,
+  "mission_lesion_rollout": {
+    "episodes": 500,
+    "mean_length": 5.856,
+    "mean_return": 0.8466,
+    "success": 0.93
+  },
+  "mission_lesion_validation": {
+    "accuracy": 0.9532696965379683,
+    "loss": 0.12229915629222635
+  },
+  "predictor": [],
+  "provenance": {
+    "cuda_device_name": "NVIDIA GeForce GTX 1080",
+    "cuda_peak_allocated_bytes": 39800832,
+    "cuda_visible_devices": "3",
+    "device": "cuda:0",
+    "git_commit": "20fd3577693593e3f62bcc4e1c2565dca5349944",
+    "git_dirty_tracked": false,
+    "minigrid_version": "3.1.0",
+    "torch_version": "2.3.1+cu118"
+  },
+  "rollout": {
+    "episodes": 500,
+    "mean_length": 4.29,
+    "mean_return": 0.8905500000000001,
+    "success": 0.978
+  },
+  "stage": "babyai_shared_b0",
+  "training": {
+    "batch_size": 256,
+    "model_seed": 4101,
+    "neutral_examples_per_epoch": 0,
+    "parameter_count_including_reciprocal_context_predictor": 394759,
+    "shuffle_seed": 4101,
+    "total_wall_seconds_including_rollouts": 71.55634665489197,
+    "training_wall_seconds": 68.94226169586182
+  },
+  "validation": {
+    "accuracy": 0.9974355321270836,
+    "loss": 0.007343835429191453
+  }
+}