Commit 3d5cc35c authored by abster12's avatar abster12
Browse files

adding scscore

parent 4f49d761
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+20 −15
Original line number Diff line number Diff line
@@ -3,17 +3,22 @@ import tensorflow as tensorflow
from deepchem.models.tensorgraph.layers import Layer, Input, Dense, Hingeloss, Label, Feature
from deepchem.models.tensorgraph.layers import ReduceMean, InputFifoQueue, ReLU

class Scscore(TensorGraph):
	tg=dc.models.TensorGraph(tensorboard=True, model_dir='/tmp/scscore',use_queue=True)

class Scscore(TensorGraph):
  tg = dc.models.TensorGraph(
      tensorboard=True, model_dir='/tmp/scscore', use_queue=True)

  Input1 = InputFifoQueue()

  hidden_1 = Dense(out_channels=300, in_layer=Input1, activation_fn=tf.nn.relu)
	hidden_2=Dense(out_channels=300,in_layer=hidden_1,activation_fn=tf.nn.relu)
	hidden_3=Dense(out_channels=300,in_layer=hidden_2,activation_fn=tf.nn.relu)
	hidden_4=Dense(out_channels=300,in_layer=hidden_3,activation_fn=tf.nn.relu)
	hidden_5=Dense(out_channels=300,in_layer=hidden_4,activation_fn=tf.nn.relu)
  hidden_2 = Dense(
      out_channels=300, in_layer=hidden_1, activation_fn=tf.nn.relu)
  hidden_3 = Dense(
      out_channels=300, in_layer=hidden_2, activation_fn=tf.nn.relu)
  hidden_4 = Dense(
      out_channels=300, in_layer=hidden_3, activation_fn=tf.nn.relu)
  hidden_5 = Dense(
      out_channels=300, in_layer=hidden_4, activation_fn=tf.nn.relu)

  label = Label(shape=(300,))