results: close feedforward PickupLoc gate

1 files changed, 161 insertions, 0 deletions

diff --git a/results/babyai_shared/pickup_p0/d4_lr0.01_bp.json b/results/babyai_shared/pickup_p0/d4_lr0.01_bp.json
new file mode 100644
index 0000000..8b01dcc
--- /dev/null
+++ b/results/babyai_shared/pickup_p0/d4_lr0.01_bp.json
@@ -0,0 +1,161 @@
+{
+  "condition": "bp",
+  "config": {
+    "action_dim": 7,
+    "context_gain": 1.0,
+    "hidden_layers": 4,
+    "input_dim": 984,
+    "learning_rate": 0.01,
+    "mission_dim": 23,
+    "momentum": 0.9,
+    "reciprocal_learning_rate": 0.01,
+    "weight_decay": 0.0001,
+    "width": 256
+  },
+  "data": {
+    "color_cardinality": 6,
+    "elapsed_seconds": 81.82925486564636,
+    "env_id": "BabyAI-PickupLoc-v0",
+    "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": 121467,
+    "validation_episodes": 2000,
+    "validation_steps": 12347,
+    "vocabulary": [
+      "<unk>",
+      "a",
+      "ball",
+      "behind",
+      "blue",
+      "box",
+      "front",
+      "green",
+      "grey",
+      "in",
+      "key",
+      "left",
+      "of",
+      "on",
+      "pick",
+      "purple",
+      "red",
+      "right",
+      "the",
+      "up",
+      "yellow",
+      "you",
+      "your"
+    ]
+  },
+  "epoch_history": [
+    {
+      "epoch": 1,
+      "train_loss": 0.7549157315806339
+    },
+    {
+      "epoch": 2,
+      "train_loss": 0.6568164462792246
+    },
+    {
+      "epoch": 3,
+      "train_loss": 0.6382872536307888
+    },
+    {
+      "epoch": 4,
+      "train_loss": 0.6060633628619344
+    },
+    {
+      "epoch": 5,
+      "train_loss": 0.5384791112573524
+    },
+    {
+      "epoch": 6,
+      "train_loss": 0.49386912408627964
+    },
+    {
+      "epoch": 7,
+      "train_loss": 0.47081105527124906
+    },
+    {
+      "epoch": 8,
+      "train_loss": 0.44292464864881415
+    },
+    {
+      "epoch": 9,
+      "train_loss": 0.42659055452597766
+    },
+    {
+      "epoch": 10,
+      "train_loss": 0.4093763682716771
+    },
+    {
+      "epoch": 11,
+      "train_loss": 0.3986523394208205
+    },
+    {
+      "epoch": 12,
+      "train_loss": 0.38867081842924417
+    },
+    {
+      "epoch": 13,
+      "train_loss": 0.3751908119728691
+    },
+    {
+      "epoch": 14,
+      "train_loss": 0.3708347668145832
+    },
+    {
+      "epoch": 15,
+      "train_loss": 0.3584983548365141
+    }
+  ],
+  "epochs_completed": 15,
+  "finite": true,
+  "first_nonfinite_epoch": null,
+  "mission_lesion_rollout": {
+    "episodes": 500,
+    "mean_length": 57.92,
+    "mean_return": 0.09709999999999999,
+    "success": 0.116
+  },
+  "mission_lesion_validation": {
+    "accuracy": 0.6245241759131773,
+    "loss": 1.0232753310308211
+  },
+  "predictor": [],
+  "provenance": {
+    "cuda_device_name": "NVIDIA GeForce GTX 1080",
+    "cuda_peak_allocated_bytes": 44869632,
+    "cuda_visible_devices": "4",
+    "device": "cuda:0",
+    "git_commit": "17a4224239458781155acb91cfb5f9ea71844663",
+    "git_dirty_tracked": false,
+    "minigrid_version": "3.1.0",
+    "torch_version": "2.3.1+cu118"
+  },
+  "rollout": {
+    "episodes": 500,
+    "mean_length": 27.928,
+    "mean_return": 0.5700625,
+    "success": 0.628
+  },
+  "stage": "babyai_shared_b0",
+  "training": {
+    "batch_size": 256,
+    "model_seed": 4101,
+    "neutral_examples_per_epoch": 0,
+    "parameter_count_including_reciprocal_context_predictor": 675335,
+    "shuffle_seed": 4101,
+    "total_wall_seconds_including_rollouts": 131.81658458709717,
+    "training_wall_seconds": 119.09631705284119
+  },
+  "validation": {
+    "accuracy": 0.8488701708917146,
+    "loss": 0.3772129754918958
+  }
+}