X-Git-Url: https://fleuret.org/cgi-bin/gitweb/gitweb.cgi?a=blobdiff_plain;f=main.py;h=dbdf89d1b091c68f91e6afd0a9f2e4fa27f4aece;hb=2ec38da6ecc9a0f24c20b6b1e04e17d0eb23bd7e;hp=303abc1bdc11c825ae3844ea37554a3cc9a157d2;hpb=3f09462033feac19ad72ac1a4b8690e6330df22d;p=picoclvr.git diff --git a/main.py b/main.py index 303abc1..dbdf89d 100755 --- a/main.py +++ b/main.py @@ -32,7 +32,7 @@ parser = argparse.ArgumentParser( parser.add_argument( "--task", type=str, - default="sandbox", + default="twotargets", help="byheart, learnop, guessop, twotargets, addition, picoclvr, mnist, maze, snake, stack, expr, rpl", ) @@ -62,7 +62,7 @@ parser.add_argument("--learning_rate_schedule", type=str, default="10: 2e-5,30: ######################################## -parser.add_argument("--model", type=str, default="37M") +parser.add_argument("--model", type=str, default=None) parser.add_argument("--dim_model", type=int, default=None) @@ -172,78 +172,91 @@ if args.result_dir is None: default_task_args = { "byheart": { + "model": "37M", "nb_epochs": 5, "batch_size": 25, "nb_train_samples": 50000, "nb_test_samples": 10000, }, "learnop": { + "model": "37M", "nb_epochs": 5, "batch_size": 25, "nb_train_samples": 50000, "nb_test_samples": 10000, }, "guessop": { + "model": "122M", "nb_epochs": 5, "batch_size": 25, - "nb_train_samples": 50000, + "nb_train_samples": 250000, "nb_test_samples": 10000, }, "twotargets": { + "model": "37M", "nb_epochs": 5, "batch_size": 25, "nb_train_samples": 50000, "nb_test_samples": 10000, }, "addition": { + "model": "122M", "nb_epochs": 5, "batch_size": 25, "nb_train_samples": 50000, "nb_test_samples": 10000, }, "picoclvr": { + "model": "37M", "nb_epochs": 25, "batch_size": 25, "nb_train_samples": 250000, "nb_test_samples": 10000, }, "mnist": { + "model": "37M", "nb_epochs": 25, "batch_size": 10, "nb_train_samples": 60000, "nb_test_samples": 10000, }, "maze": { + "model": "37M", "nb_epochs": 25, "batch_size": 5, "nb_train_samples": 250000, "nb_test_samples": 10000, }, "snake": { + "model": "37M", "nb_epochs": 5, "batch_size": 25, "nb_train_samples": 50000, "nb_test_samples": 10000, }, "stack": { + "model": "37M", "nb_epochs": 5, "batch_size": 25, "nb_train_samples": 100000, "nb_test_samples": 1000, }, "expr": { + "model": "37M", "nb_epochs": 40, "batch_size": 25, "nb_train_samples": 1000000, "nb_test_samples": 10000, }, "rpl": { + "model": "37M", "nb_epochs": 40, "batch_size": 25, "nb_train_samples": 100000, "nb_test_samples": 10000, }, "world": { + "model": "37M", "nb_epochs": 10, "batch_size": 25, "nb_train_samples": 25000,