Update config.py

config.py

@@ -95,6 +95,7 @@ config = Config()
 def parseArgs():
     parser = argparse.ArgumentParser(fromfile_prefix_chars = "@")
     
+
     ################ systems
 
     #custom args
@@ -222,7 +223,7 @@ def parseArgs():
     parser.add_argument("--memoryVariationalDropout", action = "store_true", help = "use variational dropout across the MAC network") 
 
     ## nonlinearities
-    parser.add_argument("--relu",       default = "STD", choices = ["STD", "PRM", "ELU", "LKY", "SELU"], type = str, help = "type of ReLU to use: standard, parametric, ELU, or leaky")
+    parser.add_argument("--relu",       default = "ELU", choices = ["STD", "PRM", "ELU", "LKY", "SELU"], type = str, help = "type of ReLU to use: standard, parametric, ELU, or leaky")
     # parser.add_argument("--reluAlpha",  default = 0.2, type = float,    help = "alpha value for the leaky ReLU")
 
     parser.add_argument("--mulBias",    default = 0.0, type = float,   help = "bias to add in multiplications (x + b) * (y + b) for better training") #
@@ -324,7 +325,7 @@ def parseArgs():
     parser.add_argument("--controlFeedPrev",        action = "store_true",          help = "feed previous control state") 
     parser.add_argument("--controlFeedPrevAtt",     action = "store_true",          help = "feed previous control post word attention (otherwise will feed continuous control)")
     parser.add_argument("--controlFeedInputs",      action = "store_true",          help = "feed question representation")
-    parser.add_argument("--controlContAct",         default = "NON", type = str,    choices = ["NON", "RELU", "TANH"], help = "activation on the words interactions")
+    parser.add_argument("--controlContAct",         default = "TANH", type = str,    choices = ["NON", "RELU", "TANH"], help = "activation on the words interactions")
     
     # step 2: word attention and optional projection 
     parser.add_argument("--controlConcatWords",     action = "store_true",          help = "concatenate words to interaction when computing attention") 
@@ -426,33 +427,10 @@ def parseArgs():
     # parser.add_argument("--gumbelSoftmaxBoth",  action = "store_true", help = "use softmax for training and testing") #
     # parser.add_argument("--gumbelArgmaxBoth",   action = "store_true", help = "use argmax for training and testing") #
     
-    parser.set_defaults(
-        parallel=True,
-        evalTrain=True,
-        retainVal=True,
-        useEMA=True,
-        lrReduce=True,
-        adam=True,
-        clip=True,
-        memoryVariationalDropout=True,
-        relu='ELU',
-        encBi=True,
-        wrdEmbRandom=True,
-        wrdEmbUniform=True,
-        outQuestion=True,
-        initCtrl='Q',
-        controlContextual=True,
-        controlInputUnshared=True,
-        readProjInputs=True,
-        readMemConcatKB=True,
-        readMemConcatProj=True,
-        readMemProj=True,
-        readCtrl=True,
-        writeMemProj=True,
-        restore=True,
-        expName='PDF_exp_extra',
-        netLength=16
-    )
+    parser.parse_args(namespace = config) 
+    
+
+    
 
 ###################################### dataset configuration ######################################