Add nav-to-center system and random seeds for egg-disc

.gitignore

@@ -3,3 +3,11 @@ input-data/
 .direnv/
 .envrc
 __pycache__/
+
+# Files generated by analysis script
+big-table-1.tex
+big-table-2.tex
+big-table-3.tex
+big-table-4.tex
+summary.tex
+table.csv

.gitmodules

@@ -19,3 +19,6 @@
 [submodule "library/babyai-sr/code/repo"]
 	path = data/babyai-sr/code/repo
 	url = https://github.com/brendon-boldt/babyai_sr
+[submodule "data/nav-to-center/code/filex-emergent-language"]
+	path = data/nav-to-center/code/repo
+	url = https://github.com/brendon-boldt/filex-emergent-language

croissant.json

@@ -49,7 +49,7 @@
   "description": "ELCC is a collection of emergent language corpora with accompanying metadata and analyses.",
   "conformsTo": "http://mlcommons.org/croissant/1.0",
   "citeAs": "@misc{boldt2024elcc,\n  title = \"{ELCC}: the Emergent Language Corpus Collection\",\n  author = \"Brendon Boldt and David Mortensen\",\n  year = 2024,\n  url = \"https://huggingface.co/datasets/bboldt/elcc\",\n}",
-  "datePublished": "2024-06-06 00:34:17.083028+00:00",
+  "datePublished": "2024-06-06 09:07:48.522068+00:00",
   "keywords": [
     "emergent communication",
     "emergent language",
@@ -319,42 +319,122 @@
     },
     {
       "@type": "cr:FileObject",
-      "@id": "data/egg-discrimination/data/4-attr_4-val_3-dist_10-vocab_10-len/corpus.json",
-      "name": "data/egg-discrimination/data/4-attr_4-val_3-dist_10-vocab_10-len/corpus.json",
+      "@id": "data/egg-discrimination/data/4-attr_4-val_3-dist_0-seed/corpus.json",
+      "name": "data/egg-discrimination/data/4-attr_4-val_3-dist_0-seed/corpus.json",
       "containedIn": {
         "@id": "hf-repo"
       },
-      "contentUrl": "data/egg-discrimination/data/4-attr_4-val_3-dist_10-vocab_10-len/corpus.json",
+      "contentUrl": "data/egg-discrimination/data/4-attr_4-val_3-dist_0-seed/corpus.json",
       "encodingFormat": "text/plain"
     },
     {
       "@type": "cr:FileObject",
-      "@id": "data/egg-discrimination/data/6-attr_6-val_3-dist_10-vocab_10-len/corpus.json",
-      "name": "data/egg-discrimination/data/6-attr_6-val_3-dist_10-vocab_10-len/corpus.json",
+      "@id": "data/egg-discrimination/data/4-attr_4-val_3-dist_1-seed/corpus.json",
+      "name": "data/egg-discrimination/data/4-attr_4-val_3-dist_1-seed/corpus.json",
       "containedIn": {
         "@id": "hf-repo"
       },
-      "contentUrl": "data/egg-discrimination/data/6-attr_6-val_3-dist_10-vocab_10-len/corpus.json",
+      "contentUrl": "data/egg-discrimination/data/4-attr_4-val_3-dist_1-seed/corpus.json",
       "encodingFormat": "text/plain"
     },
     {
       "@type": "cr:FileObject",
-      "@id": "data/egg-discrimination/data/6-attr_6-val_9-dist_10-vocab_10-len/corpus.json",
-      "name": "data/egg-discrimination/data/6-attr_6-val_9-dist_10-vocab_10-len/corpus.json",
+      "@id": "data/egg-discrimination/data/4-attr_4-val_3-dist_2-seed/corpus.json",
+      "name": "data/egg-discrimination/data/4-attr_4-val_3-dist_2-seed/corpus.json",
       "containedIn": {
         "@id": "hf-repo"
       },
-      "contentUrl": "data/egg-discrimination/data/6-attr_6-val_9-dist_10-vocab_10-len/corpus.json",
+      "contentUrl": "data/egg-discrimination/data/4-attr_4-val_3-dist_2-seed/corpus.json",
       "encodingFormat": "text/plain"
     },
     {
       "@type": "cr:FileObject",
-      "@id": "data/egg-discrimination/data/8-attr_8-val_3-dist_10-vocab_10-len/corpus.json",
-      "name": "data/egg-discrimination/data/8-attr_8-val_3-dist_10-vocab_10-len/corpus.json",
+      "@id": "data/egg-discrimination/data/6-attr_6-val_3-dist_0-seed/corpus.json",
+      "name": "data/egg-discrimination/data/6-attr_6-val_3-dist_0-seed/corpus.json",
       "containedIn": {
         "@id": "hf-repo"
       },
-      "contentUrl": "data/egg-discrimination/data/8-attr_8-val_3-dist_10-vocab_10-len/corpus.json",
+      "contentUrl": "data/egg-discrimination/data/6-attr_6-val_3-dist_0-seed/corpus.json",
+      "encodingFormat": "text/plain"
+    },
+    {
+      "@type": "cr:FileObject",
+      "@id": "data/egg-discrimination/data/6-attr_6-val_3-dist_1-seed/corpus.json",
+      "name": "data/egg-discrimination/data/6-attr_6-val_3-dist_1-seed/corpus.json",
+      "containedIn": {
+        "@id": "hf-repo"
+      },
+      "contentUrl": "data/egg-discrimination/data/6-attr_6-val_3-dist_1-seed/corpus.json",
+      "encodingFormat": "text/plain"
+    },
+    {
+      "@type": "cr:FileObject",
+      "@id": "data/egg-discrimination/data/6-attr_6-val_3-dist_2-seed/corpus.json",
+      "name": "data/egg-discrimination/data/6-attr_6-val_3-dist_2-seed/corpus.json",
+      "containedIn": {
+        "@id": "hf-repo"
+      },
+      "contentUrl": "data/egg-discrimination/data/6-attr_6-val_3-dist_2-seed/corpus.json",
+      "encodingFormat": "text/plain"
+    },
+    {
+      "@type": "cr:FileObject",
+      "@id": "data/egg-discrimination/data/6-attr_6-val_9-dist_0-seed/corpus.json",
+      "name": "data/egg-discrimination/data/6-attr_6-val_9-dist_0-seed/corpus.json",
+      "containedIn": {
+        "@id": "hf-repo"
+      },
+      "contentUrl": "data/egg-discrimination/data/6-attr_6-val_9-dist_0-seed/corpus.json",
+      "encodingFormat": "text/plain"
+    },
+    {
+      "@type": "cr:FileObject",
+      "@id": "data/egg-discrimination/data/6-attr_6-val_9-dist_1-seed/corpus.json",
+      "name": "data/egg-discrimination/data/6-attr_6-val_9-dist_1-seed/corpus.json",
+      "containedIn": {
+        "@id": "hf-repo"
+      },
+      "contentUrl": "data/egg-discrimination/data/6-attr_6-val_9-dist_1-seed/corpus.json",
+      "encodingFormat": "text/plain"
+    },
+    {
+      "@type": "cr:FileObject",
+      "@id": "data/egg-discrimination/data/6-attr_6-val_9-dist_2-seed/corpus.json",
+      "name": "data/egg-discrimination/data/6-attr_6-val_9-dist_2-seed/corpus.json",
+      "containedIn": {
+        "@id": "hf-repo"
+      },
+      "contentUrl": "data/egg-discrimination/data/6-attr_6-val_9-dist_2-seed/corpus.json",
+      "encodingFormat": "text/plain"
+    },
+    {
+      "@type": "cr:FileObject",
+      "@id": "data/egg-discrimination/data/8-attr_8-val_3-dist_0-seed/corpus.json",
+      "name": "data/egg-discrimination/data/8-attr_8-val_3-dist_0-seed/corpus.json",
+      "containedIn": {
+        "@id": "hf-repo"
+      },
+      "contentUrl": "data/egg-discrimination/data/8-attr_8-val_3-dist_0-seed/corpus.json",
+      "encodingFormat": "text/plain"
+    },
+    {
+      "@type": "cr:FileObject",
+      "@id": "data/egg-discrimination/data/8-attr_8-val_3-dist_1-seed/corpus.json",
+      "name": "data/egg-discrimination/data/8-attr_8-val_3-dist_1-seed/corpus.json",
+      "containedIn": {
+        "@id": "hf-repo"
+      },
+      "contentUrl": "data/egg-discrimination/data/8-attr_8-val_3-dist_1-seed/corpus.json",
+      "encodingFormat": "text/plain"
+    },
+    {
+      "@type": "cr:FileObject",
+      "@id": "data/egg-discrimination/data/8-attr_8-val_3-dist_2-seed/corpus.json",
+      "name": "data/egg-discrimination/data/8-attr_8-val_3-dist_2-seed/corpus.json",
+      "containedIn": {
+        "@id": "hf-repo"
+      },
+      "contentUrl": "data/egg-discrimination/data/8-attr_8-val_3-dist_2-seed/corpus.json",
       "encodingFormat": "text/plain"
     },
     {
@@ -447,6 +527,206 @@
       "contentUrl": "data/generalizations-mu-goodman/data/shapeworld-set_reference/corpus.json",
       "encodingFormat": "text/plain"
     },
+    {
+      "@type": "cr:FileObject",
+      "@id": "data/nav-to-center/data/lexicon_size_11/corpus.json",
+      "name": "data/nav-to-center/data/lexicon_size_11/corpus.json",
+      "containedIn": {
+        "@id": "hf-repo"
+      },
+      "contentUrl": "data/nav-to-center/data/lexicon_size_11/corpus.json",
+      "encodingFormat": "text/plain"
+    },
+    {
+      "@type": "cr:FileObject",
+      "@id": "data/nav-to-center/data/lexicon_size_118/corpus.json",
+      "name": "data/nav-to-center/data/lexicon_size_118/corpus.json",
+      "containedIn": {
+        "@id": "hf-repo"
+      },
+      "contentUrl": "data/nav-to-center/data/lexicon_size_118/corpus.json",
+      "encodingFormat": "text/plain"
+    },
+    {
+      "@type": "cr:FileObject",
+      "@id": "data/nav-to-center/data/lexicon_size_17/corpus.json",
+      "name": "data/nav-to-center/data/lexicon_size_17/corpus.json",
+      "containedIn": {
+        "@id": "hf-repo"
+      },
+      "contentUrl": "data/nav-to-center/data/lexicon_size_17/corpus.json",
+      "encodingFormat": "text/plain"
+    },
+    {
+      "@type": "cr:FileObject",
+      "@id": "data/nav-to-center/data/lexicon_size_174/corpus.json",
+      "name": "data/nav-to-center/data/lexicon_size_174/corpus.json",
+      "containedIn": {
+        "@id": "hf-repo"
+      },
+      "contentUrl": "data/nav-to-center/data/lexicon_size_174/corpus.json",
+      "encodingFormat": "text/plain"
+    },
+    {
+      "@type": "cr:FileObject",
+      "@id": "data/nav-to-center/data/lexicon_size_25/corpus.json",
+      "name": "data/nav-to-center/data/lexicon_size_25/corpus.json",
+      "containedIn": {
+        "@id": "hf-repo"
+      },
+      "contentUrl": "data/nav-to-center/data/lexicon_size_25/corpus.json",
+      "encodingFormat": "text/plain"
+    },
+    {
+      "@type": "cr:FileObject",
+      "@id": "data/nav-to-center/data/lexicon_size_255/corpus.json",
+      "name": "data/nav-to-center/data/lexicon_size_255/corpus.json",
+      "containedIn": {
+        "@id": "hf-repo"
+      },
+      "contentUrl": "data/nav-to-center/data/lexicon_size_255/corpus.json",
+      "encodingFormat": "text/plain"
+    },
+    {
+      "@type": "cr:FileObject",
+      "@id": "data/nav-to-center/data/lexicon_size_37/corpus.json",
+      "name": "data/nav-to-center/data/lexicon_size_37/corpus.json",
+      "containedIn": {
+        "@id": "hf-repo"
+      },
+      "contentUrl": "data/nav-to-center/data/lexicon_size_37/corpus.json",
+      "encodingFormat": "text/plain"
+    },
+    {
+      "@type": "cr:FileObject",
+      "@id": "data/nav-to-center/data/lexicon_size_54/corpus.json",
+      "name": "data/nav-to-center/data/lexicon_size_54/corpus.json",
+      "containedIn": {
+        "@id": "hf-repo"
+      },
+      "contentUrl": "data/nav-to-center/data/lexicon_size_54/corpus.json",
+      "encodingFormat": "text/plain"
+    },
+    {
+      "@type": "cr:FileObject",
+      "@id": "data/nav-to-center/data/lexicon_size_7/corpus.json",
+      "name": "data/nav-to-center/data/lexicon_size_7/corpus.json",
+      "containedIn": {
+        "@id": "hf-repo"
+      },
+      "contentUrl": "data/nav-to-center/data/lexicon_size_7/corpus.json",
+      "encodingFormat": "text/plain"
+    },
+    {
+      "@type": "cr:FileObject",
+      "@id": "data/nav-to-center/data/lexicon_size_80/corpus.json",
+      "name": "data/nav-to-center/data/lexicon_size_80/corpus.json",
+      "containedIn": {
+        "@id": "hf-repo"
+      },
+      "contentUrl": "data/nav-to-center/data/lexicon_size_80/corpus.json",
+      "encodingFormat": "text/plain"
+    },
+    {
+      "@type": "cr:FileObject",
+      "@id": "data/nav-to-center/data/temperature_0.1/corpus.json",
+      "name": "data/nav-to-center/data/temperature_0.1/corpus.json",
+      "containedIn": {
+        "@id": "hf-repo"
+      },
+      "contentUrl": "data/nav-to-center/data/temperature_0.1/corpus.json",
+      "encodingFormat": "text/plain"
+    },
+    {
+      "@type": "cr:FileObject",
+      "@id": "data/nav-to-center/data/temperature_0.167/corpus.json",
+      "name": "data/nav-to-center/data/temperature_0.167/corpus.json",
+      "containedIn": {
+        "@id": "hf-repo"
+      },
+      "contentUrl": "data/nav-to-center/data/temperature_0.167/corpus.json",
+      "encodingFormat": "text/plain"
+    },
+    {
+      "@type": "cr:FileObject",
+      "@id": "data/nav-to-center/data/temperature_0.278/corpus.json",
+      "name": "data/nav-to-center/data/temperature_0.278/corpus.json",
+      "containedIn": {
+        "@id": "hf-repo"
+      },
+      "contentUrl": "data/nav-to-center/data/temperature_0.278/corpus.json",
+      "encodingFormat": "text/plain"
+    },
+    {
+      "@type": "cr:FileObject",
+      "@id": "data/nav-to-center/data/temperature_0.464/corpus.json",
+      "name": "data/nav-to-center/data/temperature_0.464/corpus.json",
+      "containedIn": {
+        "@id": "hf-repo"
+      },
+      "contentUrl": "data/nav-to-center/data/temperature_0.464/corpus.json",
+      "encodingFormat": "text/plain"
+    },
+    {
+      "@type": "cr:FileObject",
+      "@id": "data/nav-to-center/data/temperature_0.774/corpus.json",
+      "name": "data/nav-to-center/data/temperature_0.774/corpus.json",
+      "containedIn": {
+        "@id": "hf-repo"
+      },
+      "contentUrl": "data/nav-to-center/data/temperature_0.774/corpus.json",
+      "encodingFormat": "text/plain"
+    },
+    {
+      "@type": "cr:FileObject",
+      "@id": "data/nav-to-center/data/temperature_1.29/corpus.json",
+      "name": "data/nav-to-center/data/temperature_1.29/corpus.json",
+      "containedIn": {
+        "@id": "hf-repo"
+      },
+      "contentUrl": "data/nav-to-center/data/temperature_1.29/corpus.json",
+      "encodingFormat": "text/plain"
+    },
+    {
+      "@type": "cr:FileObject",
+      "@id": "data/nav-to-center/data/temperature_10/corpus.json",
+      "name": "data/nav-to-center/data/temperature_10/corpus.json",
+      "containedIn": {
+        "@id": "hf-repo"
+      },
+      "contentUrl": "data/nav-to-center/data/temperature_10/corpus.json",
+      "encodingFormat": "text/plain"
+    },
+    {
+      "@type": "cr:FileObject",
+      "@id": "data/nav-to-center/data/temperature_2.15/corpus.json",
+      "name": "data/nav-to-center/data/temperature_2.15/corpus.json",
+      "containedIn": {
+        "@id": "hf-repo"
+      },
+      "contentUrl": "data/nav-to-center/data/temperature_2.15/corpus.json",
+      "encodingFormat": "text/plain"
+    },
+    {
+      "@type": "cr:FileObject",
+      "@id": "data/nav-to-center/data/temperature_3.59/corpus.json",
+      "name": "data/nav-to-center/data/temperature_3.59/corpus.json",
+      "containedIn": {
+        "@id": "hf-repo"
+      },
+      "contentUrl": "data/nav-to-center/data/temperature_3.59/corpus.json",
+      "encodingFormat": "text/plain"
+    },
+    {
+      "@type": "cr:FileObject",
+      "@id": "data/nav-to-center/data/temperature_5.99/corpus.json",
+      "name": "data/nav-to-center/data/temperature_5.99/corpus.json",
+      "containedIn": {
+        "@id": "hf-repo"
+      },
+      "contentUrl": "data/nav-to-center/data/temperature_5.99/corpus.json",
+      "encodingFormat": "text/plain"
+    },
     {
       "@type": "cr:FileObject",
       "@id": "data/rlupus/data/21-player.run-0/corpus.json",
@@ -1046,17 +1326,17 @@
     },
     {
       "@type": "cr:RecordSet",
-      "@id": "egg-discrimination/4-attr_4-val_3-dist_10-vocab_10-len",
-      "name": "egg-discrimination/4-attr_4-val_3-dist_10-vocab_10-len",
+      "@id": "egg-discrimination/4-attr_4-val_3-dist_0-seed",
+      "name": "egg-discrimination/4-attr_4-val_3-dist_0-seed",
       "field": [
         {
           "@type": "cr:Field",
-          "@id": "egg-discrimination/4-attr_4-val_3-dist_10-vocab_10-len/content",
+          "@id": "egg-discrimination/4-attr_4-val_3-dist_0-seed/content",
           "name": "content",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/egg-discrimination/data/4-attr_4-val_3-dist_10-vocab_10-len/corpus.json"
+              "@id": "data/egg-discrimination/data/4-attr_4-val_3-dist_0-seed/corpus.json"
             },
             "extract": {
               "fileProperty": "content"
@@ -1067,17 +1347,17 @@
     },
     {
       "@type": "cr:RecordSet",
-      "@id": "egg-discrimination/6-attr_6-val_3-dist_10-vocab_10-len",
-      "name": "egg-discrimination/6-attr_6-val_3-dist_10-vocab_10-len",
+      "@id": "egg-discrimination/4-attr_4-val_3-dist_1-seed",
+      "name": "egg-discrimination/4-attr_4-val_3-dist_1-seed",
       "field": [
         {
           "@type": "cr:Field",
-          "@id": "egg-discrimination/6-attr_6-val_3-dist_10-vocab_10-len/content",
+          "@id": "egg-discrimination/4-attr_4-val_3-dist_1-seed/content",
           "name": "content",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/egg-discrimination/data/6-attr_6-val_3-dist_10-vocab_10-len/corpus.json"
+              "@id": "data/egg-discrimination/data/4-attr_4-val_3-dist_1-seed/corpus.json"
             },
             "extract": {
               "fileProperty": "content"
@@ -1088,17 +1368,17 @@
     },
     {
       "@type": "cr:RecordSet",
-      "@id": "egg-discrimination/6-attr_6-val_9-dist_10-vocab_10-len",
-      "name": "egg-discrimination/6-attr_6-val_9-dist_10-vocab_10-len",
+      "@id": "egg-discrimination/4-attr_4-val_3-dist_2-seed",
+      "name": "egg-discrimination/4-attr_4-val_3-dist_2-seed",
       "field": [
         {
           "@type": "cr:Field",
-          "@id": "egg-discrimination/6-attr_6-val_9-dist_10-vocab_10-len/content",
+          "@id": "egg-discrimination/4-attr_4-val_3-dist_2-seed/content",
           "name": "content",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/egg-discrimination/data/6-attr_6-val_9-dist_10-vocab_10-len/corpus.json"
+              "@id": "data/egg-discrimination/data/4-attr_4-val_3-dist_2-seed/corpus.json"
             },
             "extract": {
               "fileProperty": "content"
@@ -1109,17 +1389,17 @@
     },
     {
       "@type": "cr:RecordSet",
-      "@id": "egg-discrimination/8-attr_8-val_3-dist_10-vocab_10-len",
-      "name": "egg-discrimination/8-attr_8-val_3-dist_10-vocab_10-len",
+      "@id": "egg-discrimination/6-attr_6-val_3-dist_0-seed",
+      "name": "egg-discrimination/6-attr_6-val_3-dist_0-seed",
       "field": [
         {
           "@type": "cr:Field",
-          "@id": "egg-discrimination/8-attr_8-val_3-dist_10-vocab_10-len/content",
+          "@id": "egg-discrimination/6-attr_6-val_3-dist_0-seed/content",
           "name": "content",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/egg-discrimination/data/8-attr_8-val_3-dist_10-vocab_10-len/corpus.json"
+              "@id": "data/egg-discrimination/data/6-attr_6-val_3-dist_0-seed/corpus.json"
             },
             "extract": {
               "fileProperty": "content"
@@ -1130,17 +1410,17 @@
     },
     {
       "@type": "cr:RecordSet",
-      "@id": "egg-reconstruction/4-attr_4-val_10-vocab_10-len",
-      "name": "egg-reconstruction/4-attr_4-val_10-vocab_10-len",
+      "@id": "egg-discrimination/6-attr_6-val_3-dist_1-seed",
+      "name": "egg-discrimination/6-attr_6-val_3-dist_1-seed",
       "field": [
         {
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data/egg-discrimination/code/run.py

@@ -25,7 +25,11 @@ disc_variant_arr = [
   [        8,        8,               3,        10000,           10,        10],
 ]
 # fmt: on
-disc_variants = [dict(zip(disc_hparams_header, row)) for row in disc_variant_arr]
+disc_variants = [
+    dict(list(zip(disc_hparams_header, row)) + [("seed", s)])
+    for s in range(0,3)
+    for row in disc_variant_arr
+]
 
 # fmt: off
 recon_hparams_header = (
@@ -105,8 +109,9 @@ def run_environment(game_type: GameType, cfg: dict, data_path: Path) -> Path:
                 cfg["n_attrs"] + "-attr",
                 cfg["n_vals"] + "-val",
                 cfg["n_distractors"] + "-dist",
-                cfg["vocab_size"] + "-vocab",
-                cfg["msg_len"] + "-len",
+                cfg["seed"] + "-seed",
+                # cfg["vocab_size"] + "-vocab",
+                # cfg["msg_len"] + "-len",
             ]
         case "recon":
             fn_parts = [
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             "--validation_batch_size", "1024",
             "--max_len", cfg["msg_len"],
             "--vocab_size", cfg["vocab_size"],
+            "--random_seed", cfg.get("seed", 0),
             "--sender_hidden", "256",
             "--receiver_hidden", "512",
             "--sender_embedding", "32",

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+      "EoS Token Present": true,
+      "EoS Padding": true
+    }
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data/egg-discrimination/data/8-attr_8-val_3-dist_2-seed/corpus.json

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+size 240002

data/egg-discrimination/data/8-attr_8-val_3-dist_2-seed/corpus.jsonl

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+size 240000

data/egg-discrimination/data/8-attr_8-val_3-dist_2-seed/metadata.json

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+{
+  "metrics": {
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+      "Token Count": 110000,
+      "Line Count": 10000,
+      "Tokens per Line": 11.0,
+      "Tokens per Line SD": 0.0,
+      "Unique Tokens": 9,
+      "Unique Lines": 2656,
+      "1-gram Entropy": 2.802139568279333,
+      "1-gram Normalized Entropy": 0.8839766136436549,
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data/egg-discrimination/metadata.yml

@@ -12,19 +12,60 @@ system:
   multi_utterance: false
   more_than_2_agents: false
   variants:
-    4-attr_4-val_3-dist_10-vocab_10-len:
+    4-attr_4-val_3-dist_0-seed:
+      seed: 0
       n_attributes: 4
       n_values: 4
       n_distractors: 3
-    6-attr_6-val_3-dist_10-vocab_10-len:
+    4-attr_4-val_3-dist_1-seed:
+      seed: 1
+      n_attributes: 4
+      n_values: 4
+      n_distractors: 3
+    4-attr_4-val_3-dist_2-seed:
+      seed: 2
+      n_attributes: 4
+      n_values: 4
+      n_distractors: 3
+    6-attr_6-val_3-dist_0-seed:
+      seed: 0
+      n_attributes: 6
+      n_values: 6
+      n_distractors: 3
+    6-attr_6-val_3-dist_1-seed:
+      seed: 1
+      n_attributes: 6
+      n_values: 6
+      n_distractors: 3
+    6-attr_6-val_3-dist_2-seed:
+      seed: 2
       n_attributes: 6
       n_values: 6
       n_distractors: 3
-    6-attr_6-val_9-dist_10-vocab_10-len:
+    6-attr_6-val_9-dist_0-seed:
+      seed: 0
       n_attributes: 6
       n_values: 6
       n_distractors: 9
-    8-attr_8-val_3-dist_10-vocab_10-len:
+    6-attr_6-val_9-dist_1-seed:
+      seed: 1
+      n_attributes: 6
+      n_values: 6
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+    6-attr_6-val_9-dist_2-seed:
+      seed: 2
+      n_attributes: 6
+      n_values: 6
+      n_distractors: 9
+    8-attr_8-val_3-dist_0-seed:
+      n_attributes: 8
+      n_values: 8
+      n_distractors: 3
+    8-attr_8-val_3-dist_1-seed:
+      n_attributes: 8
+      n_values: 8
+      n_distractors: 3
+    8-attr_8-val_3-dist_2-seed:
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       n_values: 8
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data/nav-to-center/code/environment.editable.yml

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+name: nav-to-center
+channels:
+  - conda-forge
+dependencies:
+  - numpy==1.21.1
+  - stable-baselines3==1.1.0
+  - pytorch==1.9.0
+  - tensorboard
+  - joblib
+  - tqdm
+  - pandas==1.3.0
+  - gym==0.18.0
+  - python==3.9.*

data/nav-to-center/code/repo

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+Subproject commit 5ec29167e0d96c686beda5e28a1db26befc806a5

data/nav-to-center/code/run.sh

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+#!/usr/bin/env bash
+
+# Change to 1 to debug
+n_jobs=$(nproc)
+
+set -xe
+
+mkdir -p ../data/
+
+cd repo
+  for c in nav_elcc_temperature nav_elcc_lexicon_size; do
+    python -m simple_nav run $c -j$n_jobs
+    python -m simple_nav eval log/$c -j$n_jobs
+    for x in results/$c/*.jsonl; do
+      name=$(basename $x .messages.jsonl)
+      mkdir ../../data/$name
+      cp $x ../../data/$name/corpus.jsonl
+    done
+  done
+cd ..
+
+

data/nav-to-center/data/lexicon_size_11/corpus.json

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+size 206584

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+      "EoS Token Present": false,
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+    }
+  }
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data/nav-to-center/data/lexicon_size_118/corpus.json

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+size 196833

data/nav-to-center/data/lexicon_size_118/corpus.jsonl

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+size 245495

data/nav-to-center/data/lexicon_size_118/metadata.json

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+  "metrics": {
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+      "Line Count": 10000,
+      "Tokens per Line": 5.8664,
+      "Tokens per Line SD": 2.1671988925800045,
+      "Unique Tokens": 61,
+      "Unique Lines": 4392,
+      "1-gram Entropy": 3.7675315012741577,
+      "1-gram Normalized Entropy": 0.6352551608401438,
+      "2-gram Entropy": 5.389003694346901,
+      "2-gram Conditional Entropy": 1.621472193072743,
+      "Entropy per Line": 22.10184679907553,
+      "EoS Token Present": false,
+      "EoS Padding": false
+    }
+  }
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