erilyth / deeplearning-challenges Goto Github PK

I had to do
totalY = np.concatenate( totalY, axis=0 )
before doing
totalY = to_categorical(totalY, nb_classes=11)

hi, I am looking for NMT so i came across your code and I am going to translate Indian language so do have any idea to input format in traning the dataset (and I am new to deep learning )

I'm using tensorflow 1.0.1 and python 2.7 to run this code and i have limited the steps to 600,i'm unable understand the error.Thank you.Following is the error i'm getting.

Reading model parameters from /home/alind/langaugetranslator/fr-en/translate.ckpt-600
W tensorflow/core/framework/op_kernel.cc:993] Not found: Key Variable_3 not found in checkpoint
W tensorflow/core/framework/op_kernel.cc:993] Not found: Key Variable_2 not found in checkpoint
Traceback (most recent call last):
File "translate.py", line 271, in
tf.app.run()
File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/platform/app.py", line 44, in run
_sys.exit(main(_sys.argv[:1] + flags_passthrough))
File "translate.py", line 268, in main
test_BLEU()
File "translate.py", line 205, in test_BLEU
model = create_model(sess, True, False)
File "translate.py", line 102, in create_model
model.saver.restore(session, ckpt.model_checkpoint_path)
File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/training/saver.py", line 1428, in restore
{self.saver_def.filename_tensor_name: save_path})
File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/client/session.py", line 767, in run
run_metadata_ptr)
File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/client/session.py", line 965, in _run
feed_dict_string, options, run_metadata)
File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/client/session.py", line 1015, in _do_run
target_list, options, run_metadata)
File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/client/session.py", line 1035, in _do_call
raise type(e)(node_def, op, message)
tensorflow.python.framework.errors_impl.NotFoundError: Key Variable_3 not found in checkpoint
[[Node: save_1/RestoreV2_3 = RestoreV2[dtypes=[DT_INT32], _device="/job:localhost/replica:0/task:0/cpu:0"](_recv_save_1/Const_0, save_1/RestoreV2_3/tensor_names, save_1/RestoreV2_3/shape_and_slices)]]

Caused by op u'save_1/RestoreV2_3', defined at:
File "translate.py", line 271, in
tf.app.run()
File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/platform/app.py", line 44, in run
_sys.exit(main(_sys.argv[:1] + flags_passthrough))
File "translate.py", line 268, in main
test_BLEU()
File "translate.py", line 205, in test_BLEU
model = create_model(sess, True, False)
File "translate.py", line 97, in create_model
dtype=dtype)
File "/home/alind/langaugetranslator/seq2seq_model.py", line 198, in init
self.saver = tf.train.Saver(tf.global_variables())
File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/training/saver.py", line 1040, in init
self.build()
File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/training/saver.py", line 1070, in build
restore_sequentially=self._restore_sequentially)
File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/training/saver.py", line 675, in build
restore_sequentially, reshape)
File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/training/saver.py", line 402, in _AddRestoreOps
tensors = self.restore_op(filename_tensor, saveable, preferred_shard)
File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/training/saver.py", line 242, in restore_op
[spec.tensor.dtype])[0])
File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/ops/gen_io_ops.py", line 668, in restore_v2
dtypes=dtypes, name=name)
File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/framework/op_def_library.py", line 763, in apply_op
op_def=op_def)
File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/framework/ops.py", line 2327, in create_op
original_op=self._default_original_op, op_def=op_def)
File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/framework/ops.py", line 1226, in init
self._traceback = _extract_stack()

NotFoundError (see above for traceback): Key Variable_3 not found in checkpoint
[[Node: save_1/RestoreV2_3 = RestoreV2[dtypes=[DT_INT32], _device="/job:localhost/replica:0/task:0/cpu:0"](_recv_save_1/Const_0, save_1/RestoreV2_3/tensor_names, save_1/RestoreV2_3/shape_and_slices)]]

Using TensorFlow backend.
Traceback (most recent call last):
File "createmusic.py", line 37, in
notesa = zip(*notes)[0]
TypeError: 'zip' object is not subscriptable

NameError Traceback (most recent call last)
in ()
6 #combination_features = layer_features[2, :, :, :]
7
----> 8 loss += content_weight * content_loss(content_image_features,
9 combination_features)

NameError: name 'content_image_features' is not defined

I'm using python 3 and tensorflow 1.0.0