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TerpreT$ bin/fp_train.py compiled/tensorflow_models/cmbtypimm__maxInt_10__inputNum_2__inputStackSize_5__prefixLength_0__lambdaLength_3__suffixLength_2.hypers_compiled.py data/nfp/mapAddK__cmbtypimm__maxInt_10__inputNum_2__inputStackSize_5__prefixLength_0__lambdaLength_3__suffixLength_2.data.json
Construct forward graph... done in 28.66s.
Construct gradient graph... done in 77.75s.
Construct apply gradient graph... done in 0.27s.
Construct check numerics graph... done in 46.82s.
Initializing variables... done in 19.83s.
{'dirichletInitScale': 2,
 'fEntropyBonusDecayRate': 0.5,
 'fGradientNoise': 0.01,
 'fGradientNoiseGamma': 0.55,
 'gradientClipC2': 1.0,
 'learning_rate': 0.1,
 'learning_rate_decay': 0.9,
 'minibatch_size': -1,
 'momentum': 0.0,
 'num_epochs': 3000,
 'optimizer': 'rmsprop',
 'print_frequency': 100,
 'stop_below_loss': 0.005}
Traceback (most recent call last):
  File "bin/fp_train.py", line 62, in <module>
    train.load_and_run(args, FPTrainer)
  File "/mnt/nfs/users/mabrocks/Projects/TerpreT/bin/train.py", line 109, in load_and_run
    print_final_loss_breakdown=print_loss_breakdown)
  File "bin/../lib/trainer.py", line 452, in train
    self.do_one_update(train_batch_name)
  File "bin/../lib/trainer.py", line 279, in do_one_update
    results = self.sess.run(ops_to_execute, observed_vals)
  File "/mnt/nfs/users/mabrocks/venvs/fpsynth/local/lib/python2.7/site-packages/tensorflow/python/client/session.py", line 766, in run
    run_metadata_ptr)
  File "/mnt/nfs/users/mabrocks/venvs/fpsynth/local/lib/python2.7/site-packages/tensorflow/python/client/session.py", line 943, in _run
    % (np_val.shape, subfeed_t.name, str(subfeed_t.get_shape())))
ValueError: Cannot feed value of shape (5,) for Tensor u'Tile_1:0', which has shape '(?, ?)'