X-Git-Url: https://fleuret.org/cgi-bin/gitweb/gitweb.cgi?a=blobdiff_plain;f=main.py;h=496a6034b857d303baa1a32ab8bb48fd68bf84eb;hb=503298855a80bde0bf856f1a34b532079d3c7ef6;hp=7197414b772c9a8640a85124a1c31721d9a83332;hpb=c951702f59f869c58d59b59f60a4931d890a13dc;p=picoclvr.git

diff --git a/main.py b/main.py
index 7197414..496a603 100755
--- 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, grid",
+    help="byheart, learnop, guessop, mixing, twotargets, addition, picoclvr, mnist, maze, snake, stack, expr, rpl, grid, qmlp",
 )
 
 parser.add_argument("--log_filename", type=str, default="train.log", help=" ")
@@ -160,9 +160,9 @@ parser.add_argument("--expr_result_max", type=int, default=99)
 parser.add_argument("--expr_input_file", type=str, default=None)
 
 ##############################
-# World options
+# Misc
 
-parser.add_argument("--world_vqae_nb_epochs", type=int, default=25)
+parser.add_argument("--mixing_hard", action="store_true", default=False)
 
 ######################################################################
 
@@ -200,6 +200,12 @@ default_task_args = {
         "nb_train_samples": 250000,
         "nb_test_samples": 10000,
     },
+    "qmlp": {
+        "model": "37M",
+        "batch_size": 10,
+        "nb_train_samples": 100000,
+        "nb_test_samples": 1000,
+    },
     "guessop": {
         "model": "352M",
         "batch_size": 25,
@@ -248,19 +254,18 @@ default_task_args = {
         "nb_train_samples": 50000,
         "nb_test_samples": 10000,
     },
-
+    "mixing": {
+        "model": "37M",
+        "batch_size": 25,
+        "nb_train_samples": 250000,
+        "nb_test_samples": 10000,
+    },
     "mnist": {
         "model": "37M",
         "batch_size": 10,
         "nb_train_samples": 60000,
         "nb_test_samples": 10000,
     },
-    "world": {
-        "model": "37M",
-        "batch_size": 25,
-        "nb_train_samples": 25000,
-        "nb_test_samples": 1000,
-    },
 }
 
 if args.task in default_task_args:
@@ -409,6 +414,16 @@ elif args.task == "twotargets":
         device=device,
     )
 
+elif args.task == "mixing":
+    task = tasks.SandBox(
+        problem=problems.ProblemMixing(hard=args.mixing_hard),
+        nb_train_samples=args.nb_train_samples,
+        nb_test_samples=args.nb_test_samples,
+        batch_size=args.batch_size,
+        logger=log_string,
+        device=device,
+    )
+
 elif args.task == "addition":
     task = tasks.SandBox(
         problem=problems.ProblemAddition(),
@@ -514,12 +529,12 @@ elif args.task == "grid":
         device=device,
     )
 
-elif args.task == "world":
-    task = tasks.World(
+elif args.task == "qmlp":
+    task = tasks.QMLP(
         nb_train_samples=args.nb_train_samples,
         nb_test_samples=args.nb_test_samples,
         batch_size=args.batch_size,
-        vqae_nb_epochs=args.world_vqae_nb_epochs,
+        result_dir=args.result_dir,
         logger=log_string,
         device=device,
     )