demo-theano-task12ax.dump-stdout-c8128af80.txt

RETURNN starting up, pid 63237
pynvml not available, memory information missing
Device cpu0 proc starting up, pid 63284
Train data:
  input: 9 x 1
  output: {'classes': 2}
  Task12AXDataset, sequences: 1000, frames: unknown
Dev data:
  Task12AXDataset, sequences: 100, frames: unknown
Devices:
  cpu0: cpu0 (units: 1 clock: 2.00Ghz memory: 2.0GB) working on 1 batch (update on device)
Network layer topology:
  input #: 9
  lstm_opt hidden_0 #: 10
  output #: {'classes': [2, 1]}
net params #: 822
net trainable params: [W_in_data_hidden_0, W_re_hidden_0, b_hidden_0, W_in_hidden_0_output, b_output]
start training at epoch 1 and batch 0
epoch 1 score: 0.322261584505 elapsed: 0:00:03 dev: score 0.218911383375 error 0.139259824494
epoch 2 score: 0.193211514649 elapsed: 0:00:03 dev: score 0.144859796537 error 0.0428106936416
epoch 3 score: 0.0979802540249 elapsed: 0:00:03 dev: score 0.0807170429845 error 0.0310429680106
epoch 4 score: 0.0398100272416 elapsed: 0:00:03 dev: score 0.0278002391763 error 0.00565743269606
epoch 5 score: 0.0249811768057 elapsed: 0:00:03 dev: score 0.0182777757816 error 0.00291385904207
elapsed: 18.184492
finished. deleting models.