Merge pull request locuslab#2 from andrewwilson/master

Minor correction to the advertised default values of command line arguments.

Author: shaojieb

TCN/adding_problem/add_test.py

@@ -17,13 +17,13 @@
 parser.add_argument('--epochs', type=int, default=10,
                     help='upper epoch limit (default: 10)')
 parser.add_argument('--ksize', type=int, default=7,
-                    help='kernel size (default: 8)')
+                    help='kernel size (default: 7)')
 parser.add_argument('--levels', type=int, default=8,
-                    help='# of levels (default: 5)')
+                    help='# of levels (default: 8)')
 parser.add_argument('--seq_len', type=int, default=400,
                     help='sequence length (default: 400)')
 parser.add_argument('--log-interval', type=int, default=100, metavar='N',
-                    help='report interval (default: 10')
+                    help='report interval (default: 100')
 parser.add_argument('--lr', type=float, default=4e-3,
                     help='initial learning rate (default: 4e-3)')
 parser.add_argument('--optim', type=str, default='Adam',

TCN/char_cnn/char_cnn_test.py

@@ -21,15 +21,15 @@
 parser.add_argument('--dropout', type=float, default=0.1,
                     help='dropout applied to layers (default: 0.1)')
 parser.add_argument('--emb_dropout', type=float, default=0.1,
-                    help='dropout applied to the embedded layer (0 = no dropout)')
+                    help='dropout applied to the embedded layer (0 = no dropout) (default: 0.1)')
 parser.add_argument('--clip', type=float, default=0.15,
                     help='gradient clip, -1 means no clip (default: 0.15)')
 parser.add_argument('--epochs', type=int, default=100,
                     help='upper epoch limit (default: 100)')
 parser.add_argument('--ksize', type=int, default=3,
-                    help='kernel size (default: 5)')
+                    help='kernel size (default: 3)')
 parser.add_argument('--levels', type=int, default=3,
-                    help='# of levels (default: 4)')
+                    help='# of levels (default: 3)')
 parser.add_argument('--log-interval', type=int, default=100, metavar='N',
                     help='report interval (default: 100')
 parser.add_argument('--lr', type=float, default=4,
@@ -39,7 +39,7 @@
 parser.add_argument('--optim', type=str, default='SGD',
                     help='optimizer to use (default: SGD)')
 parser.add_argument('--nhid', type=int, default=450,
-                    help='number of hidden units per layer (default: 150)')
+                    help='number of hidden units per layer (default: 450)')
 parser.add_argument('--validseqlen', type=int, default=320,
                     help='valid sequence length (default: 320)')
 parser.add_argument('--seq_len', type=int, default=400,

TCN/copy_memory/copymem_test.py

@@ -25,13 +25,13 @@
 parser.add_argument('--iters', type=int, default=100,
                     help='number of iters per epoch (default: 100)')
 parser.add_argument('--levels', type=int, default=8,
-                    help='# of levels (default: 5)')
+                    help='# of levels (default: 8)')
 parser.add_argument('--blank_len', type=int, default=1000, metavar='N',
                     help='The size of the blank (i.e. T) (default: 1000)')
 parser.add_argument('--seq_len', type=int, default=10,
                     help='initial history size (default: 10)')
 parser.add_argument('--log-interval', type=int, default=50, metavar='N',
-                    help='report interval (default: 10')
+                    help='report interval (default: 50')
 parser.add_argument('--lr', type=float, default=5e-4,
                     help='initial learning rate (default: 5e-4)')
 parser.add_argument('--optim', type=str, default='RMSprop',

TCN/mnist_pixel/pmnist_test.py

@@ -13,19 +13,19 @@
 parser.add_argument('--cuda', action='store_false',
                     help='use CUDA (default: True)')
 parser.add_argument('--dropout', type=float, default=0.05,
-                    help='dropout applied to layers (default: 0.0)')
+                    help='dropout applied to layers (default: 0.05)')
 parser.add_argument('--clip', type=float, default=-1,
                     help='gradient clip, -1 means no clip (default: -1)')
 parser.add_argument('--epochs', type=int, default=20,
                     help='upper epoch limit (default: 20)')
 parser.add_argument('--ksize', type=int, default=7,
-                    help='kernel size (default: 8)')
+                    help='kernel size (default: 7)')
 parser.add_argument('--levels', type=int, default=8,
                     help='# of levels (default: 8)')
 parser.add_argument('--log-interval', type=int, default=100, metavar='N',
-                    help='report interval (default: 10')
+                    help='report interval (default: 100')
 parser.add_argument('--lr', type=float, default=2e-3,
-                    help='initial learning rate (default: 5e-4)')
+                    help='initial learning rate (default: 2e-3)')
 parser.add_argument('--optim', type=str, default='Adam',
                     help='optimizer to use (default: Adam)')
 parser.add_argument('--nhid', type=int, default=25,