ConvGRU RuntimeError

[jasper95]

I tried using ConvGRU but I'm getting runtime error

import numpy as np
from keras.models import Sequential
from keras.layers.convolutional import Convolution2D
from seya.layers.conv_rnn import ConvGRU
from keras.layers.core import TimeDistributedDense
from keras.callbacks import ModelCheckpoint

all_data = np.loadtxt('../final_weekly_data.txt')
sample_size = all_data.shape[0]
all_data = all_data.reshape((sample_size, 1, 107, 72))

filter_size = 3

SE = all_data[:, :, 107/2:, 0:72/2]

ts_data = np.ones((155, 3, 1, 54, 36))

for i in range(ts_data.shape[0]):
    ts_data[i, :, :, :, :] = SE[i:i+3]
X = ts_data[:, :-1, :, :, :]
Y = ts_data[:, 1:, :, :, :]

X = X.reshape((X.shape[0], X.shape[1], X.shape[2]*X.shape[3]*X.shape[4]))
Y = Y.reshape((Y.shape[0], Y.shape[1], Y.shape[2]*Y.shape[3]*Y.shape[4]))

X_train = X[:X.shape[0]*.6]
Y_train = Y[:Y.shape[0]*.6]
X_test = X[X.shape[0]*.6:]
Y_test = Y[Y.shape[0]*.6:]

model = Sequential()
model.add(TimeDistributedDense(54*36, input_dim=54*36))
model.add(ConvGRU(filter_dim=(1, 3, 3), reshape_dim=(1, 54, 36),
                  return_sequences=True))
model.compile(loss='mse', optimizer='rmsprop')
checkpoint = ModelCheckpoint('../weights/exp3.hdf5',
                             verbose=1, save_best_only=True)
model.fit(X_train, Y_train, batch_size=32, nb_epoch=10,
          validation_data=(X_test, Y_test), show_accuracy=True,
          callbacks=[checkpoint])

base_config = super(ConvGRU, self).get_config()

File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() File "/home/jasper/.virtualenvs/thesis/local/lib/python2.7/site-packages/seya-0.1.0-py2.7.egg/seya/layers/conv_rnn.py", line 137, in get_config base_config = super(ConvGRU, self).get_config() RuntimeError: maximum recursion depth exceeded while calling a Python object

[EderSantana]

seems like a data shape problem, your input data needs to be of shape batch_size x time_len x dim. The reshape will be done inside the model. Check this example: https://github.com/EderSantana/seya/blob/master/tests/test_conv_rnn.py#L35-L50

[jasper95]

Well, we have different scenario. Your 2D dimension is NxN while mine is MxN

[EderSantana]

I believe you can reshape to MxN inside the RNN Try reshape_dim=(1, M, N).

[jasper95]

I did that already. pls see my code above.

[EderSantana]

ok, did you also get a reshape problem with ConvRNN. I'm investigating a similar bug on ConvGRU...

[alexisylchan]

Sorry, I couldn't find the Keras version number that seya works with. I tried ConvGRU with Keras 1.1.0 and there are multiple API changes but I'm wondering if at a more fundamental level feeding the input into Keras's Convolutional2D will not work in Keras 1.1.0

I tried to resolve the API changes on my own but encountered this last error (most informative line is ValueError: Filter must not be larger than the input: Filter: (3, 3) Input: (1, 28))

Any feedback would be appreciated - thanks!

  File "/usr/local/lib/python2.7/dist-packages/keras/layers/recurrent.py", line 215, in call
    input_length=input_shape[1])
  File "/usr/local/lib/python2.7/dist-packages/keras/backend/tensorflow_backend.py", line 1246, in rnn
    _step.output_size = int(_step(first_input, state)[0].get_shape()[-1])
  File "/usr/local/lib/python2.7/dist-packages/keras/backend/tensorflow_backend.py", line 1229, in _step
    output, new_states = step_function(input, states + constants)
  File "vpnet.py", line 234, in step
    xz_t = self.conv_x_z(x_t)
  File "/usr/local/lib/python2.7/dist-packages/keras/engine/topology.py", line 529, in __call__
    return self.call(x, mask)
  File "/usr/local/lib/python2.7/dist-packages/keras/layers/convolutional.py", line 466, in call
    filter_shape=self.W_shape)
  File "/usr/local/lib/python2.7/dist-packages/keras/backend/tensorflow_backend.py", line 1579, in conv2d
    x = tf.nn.conv2d(x, kernel, strides, padding=padding)
  File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/ops/gen_nn_ops.py", line 394, in conv2d
    data_format=data_format, name=name)
  File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/framework/op_def_library.py", line 703, in apply_op
    op_def=op_def)
  File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/framework/ops.py", line 2319, in create_op
    set_shapes_for_outputs(ret)
  File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/framework/ops.py", line 1711, in set_shapes_for_outputs
    shapes = shape_func(op)
  File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/framework/common_shapes.py", line 246, in conv2d_shape
    padding)
  File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/framework/common_shapes.py", line 184, in get2d_conv_output_size
    (row_stride, col_stride), padding_type)
  File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/framework/common_shapes.py", line 149, in get_conv_output_size
    "Filter: %r Input: %r" % (filter_size, input_size))
  ValueError: Filter must not be larger than the input: Filter: (3, 3) Input: (1, 28)

[EderSantana]

Guys, perhaps the best way right to use conv-rnns is with this PR to Keras: https://github.com/fchollet/keras/pull/3906

that one is compatible with the most recent version of keras. check it out

[nixingyang]

@EderSantana Hi, Does the ConvGRU layer suffer from computational speed issue? I have tried the PR mentioned above, the ConvLSTM structure is approximately 10 times slower than the FC-LSTM structure. BR.

[EderSantana]

yeah convRNNs in general are much slower. you can optimize them to do all convs in one pass, but the states of the networks are multi-channel maps (output of convs) instead of simple vectors. i.e. its a lot stored in memory for backpropagation