fix snapshotting with dynamic

Author: dkoes

Diff for: .gitignore

@@ -78,7 +78,7 @@ def add_conv_args(n,defaultwidth):
 add_conv_args(5,0)
 
 #fully connected layer
-parser.add_argument('--fc_affinity_hidden',type=int,help='Hidden nodes in affinity fully connected layer; 0 for single layer',default=0,choices=(0,32,64,128,256,512,1024,2048,4096))
+parser.add_argument('--fc_affinity_hidden',type=int,help='Hidden nodes in affinity fully connected layer; 0 for single layer',default=0,choices=(0,16,32,64,128,256,512,1024,2048,4096))
 parser.add_argument('--fc_affinity_func',type=str,help="Activation function in for first affinity hidden layer",default='ReLU',choices=('ReLU','leaky','ELU','Sigmoid','TanH'))
 parser.add_argument('--fc_affinity_hidden2',type=int,help='Second set of hidden nodes in affinity fully connected layer; 0 for single layer',default=0,choices=(0,32,64,128,256,512,1024,2048,4096))
 parser.add_argument('--fc_affinity_func2',type=str,help="Activation function in for second affinity hidden layer",default='ReLU',choices=('ReLU','leaky','ELU','Sigmoid','TanH'))

Diff for: LICENSE

@@ -603,6 +603,7 @@ def update_from_result(name, test, result):
                 if step_reduce_cnt > args.step_end_cnt or lr < args.step_end:
                     #end early, but run full test if needed
                     keepsnap = True
+                    solver.snapshot()
                     if args.reduced:
                         training = False
                         last_test = True