Update.

[picoclvr.git] / main.py

diff --git a/main.py b/main.py
index 8081850..704dff5 100755 (executable)
--- a/main.py
+++ b/main.py
@@ -33,7 +33,7 @@ parser.add_argument(
     "--task",
     type=str,
     default="twotargets",
-    help="byheart, learnop, guessop, twotargets, addition, picoclvr, mnist, maze, snake, stack, expr, rpl",
+    help="byheart, learnop, guessop, twotargets, addition, picoclvr, mnist, maze, snake, stack, expr, rpl, grid",
 )
 
 parser.add_argument("--log_filename", type=str, default="train.log", help=" ")
@@ -89,16 +89,21 @@ parser.add_argument("--checkpoint_name", type=str, default="checkpoint.pth")
 ##############################
 # rpl options
 
-parser.add_argument("--rpl_nb_starting_values", type=int, default=5)
+parser.add_argument("--rpl_nb_starting_values", type=int, default=3)
 
 parser.add_argument("--rpl_max_input", type=int, default=9)
 
-parser.add_argument("--rpl_prog_len", type=int, default=10)
+parser.add_argument("--rpl_prog_len", type=int, default=8)
 
-parser.add_argument("--rpl_nb_runs", type=int, default=8)
+parser.add_argument("--rpl_nb_runs", type=int, default=5)
 
 parser.add_argument("--rpl_no_prog", action="store_true", default=False)
 
+##############################
+# grid options
+
+parser.add_argument("--grid_size", type=int, default=6)
+
 ##############################
 # picoclvr options
 
@@ -249,10 +254,10 @@ default_task_args = {
         "nb_test_samples": 10000,
     },
     "rpl": {
-        "model": "352M",
+        "model": "122M",
         "nb_epochs": 50,
-        "batch_size": 10,
-        "nb_train_samples": 2500000,
+        "batch_size": 5,
+        "nb_train_samples": 1000000,
         "nb_test_samples": 10000,
     },
     "world": {
@@ -262,6 +267,13 @@ default_task_args = {
         "nb_train_samples": 25000,
         "nb_test_samples": 1000,
     },
+    "grid": {
+        "model": "37M",
+        "nb_epochs": 25,
+        "batch_size": 25,
+        "nb_train_samples": 250000,
+        "nb_test_samples": 10000,
+    },
 }
 
 if args.task in default_task_args:
@@ -505,6 +517,16 @@ elif args.task == "rpl":
         device=device,
     )
 
+elif args.task == "grid":
+    task = tasks.Grid(
+        nb_train_samples=args.nb_train_samples,
+        nb_test_samples=args.nb_test_samples,
+        batch_size=args.batch_size,
+        size=args.grid_size,
+        logger=log_string,
+        device=device,
+    )
+
 elif args.task == "world":
     task = tasks.World(
         nb_train_samples=args.nb_train_samples,