AIND-Capstone
AIND-Capstone copied to clipboard
Published
20 hours ago •
tommytracey
tommytracey
Getting Runtime Error
I tried to run this notebook to experiment with this notebook, when i ran RNN Model it's throwing this error.
Model: "sequential_11"
_________________________________________________________________
Layer (type) Output Shape Param #
=================================================================
gru_11 (GRU) (None, 21, 256) 198144
_________________________________________________________________
time_distributed_21 (TimeDis (None, 21, 1024) 263168
_________________________________________________________________
dropout_11 (Dropout) (None, 21, 1024) 0
_________________________________________________________________
time_distributed_22 (TimeDis (None, 21, 344) 352600
=================================================================
Total params: 813,912
Trainable params: 813,912
Non-trainable params: 0
_________________________________________________________________
None
Train on 110288 samples, validate on 27573 samples
Epoch 1/10
109568/110288 [============================>.] - ETA: 1s - loss: 1.9333 - accuracy: 0.5429
---------------------------------------------------------------------------
InvalidArgumentError Traceback (most recent call last)
<ipython-input-36-946c09339cb0> in <module>()
46 print(simple_rnn_model.summary())
47
---> 48 simple_rnn_model.fit(tmp_x, preproc_french_sentences, batch_size=1024, epochs=10, validation_split=0.2)
49
50 # Print prediction(s)
/home/buckaroo/.local/lib/python3.7/site-packages/keras/engine/training.py in fit(self, x, y, batch_size, epochs, verbose, callbacks, validation_split, validation_data, shuffle, class_weight, sample_weight, initial_epoch, steps_per_epoch, validation_steps, validation_freq, max_queue_size, workers, use_multiprocessing, **kwargs)
1237 steps_per_epoch=steps_per_epoch,
1238 validation_steps=validation_steps,
-> 1239 validation_freq=validation_freq)
1240
1241 def evaluate(self,
/home/buckaroo/.local/lib/python3.7/site-packages/keras/engine/training_arrays.py in fit_loop(model, fit_function, fit_inputs, out_labels, batch_size, epochs, verbose, callbacks, val_function, val_inputs, shuffle, initial_epoch, steps_per_epoch, validation_steps, validation_freq)
208 batch_size=batch_size,
209 callbacks=callbacks,
--> 210 verbose=0)
211 val_outs = to_list(val_outs)
212 # Same labels assumed.
/home/buckaroo/.local/lib/python3.7/site-packages/keras/engine/training_arrays.py in test_loop(model, f, ins, batch_size, verbose, steps, callbacks)
447 batch_logs = {'batch': batch_index, 'size': len(batch_ids)}
448 callbacks._call_batch_hook('test', 'begin', batch_index, batch_logs)
--> 449 batch_outs = f(ins_batch)
450 if isinstance(batch_outs, list):
451 if batch_index == 0:
/home/buckaroo/.local/lib/python3.7/site-packages/tensorflow/python/keras/backend.py in __call__(self, inputs)
3290
3291 fetched = self._callable_fn(*array_vals,
-> 3292 run_metadata=self.run_metadata)
3293 self._call_fetch_callbacks(fetched[-len(self._fetches):])
3294 output_structure = nest.pack_sequence_as(
/home/buckaroo/.local/lib/python3.7/site-packages/tensorflow/python/client/session.py in __call__(self, *args, **kwargs)
1456 ret = tf_session.TF_SessionRunCallable(self._session._session,
1457 self._handle, args,
-> 1458 run_metadata_ptr)
1459 if run_metadata:
1460 proto_data = tf_session.TF_GetBuffer(run_metadata_ptr)
InvalidArgumentError: Received a label value of 344 which is outside the valid range of [0, 344). Label values: 7 88 1 64 16 13 14 5 7 83 1 40 13 14 0 0 0 0 0 0 0 11 30 1 67 15 25 22 47 6 3 1 58 69 2 56 0 0 0 0 0 0 62 1 92 2 41 5 3 1 9 21 26 11 24 0 0 0 0 0 0 0 0 7 33 1 9 7 102 2 51 5 3 1 18 2 45 0 0 0 0 0 0 0 29 1 65 37 11 44 6 3 1 9 21 2 52 0 0 0 0 0 0 0 0 10 38 1 20 16 17 13 5 10 82 1 20 13 17 0 0 0 0 0 0 0 36 1 12 67 37 11 46 5 3 1 18 2 44 0 0 0 0 0 0 0 0 27 145 7 97 134 154 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 113 115 184 110 176 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 94 4 28 4 73 6 4 78 0 0 0 0 0 0 0 0 0 0 0 0 11 30 1 19 15 25 79 56 5 3 1 68 2 41 0 0 0 0 0 0 0 3 55 4 72 4 28 76 6 4 28 0 0 0 0 0 0 0 0 0 0 0 3 55 4 78 4 74 6 4 73 0 0 0 0 0 0 0 0 0 0 0 0 3 55 4 28 4 70 6 4 72 0 0 0 0 0 0 0 0 0 0 0 0 11 30 1 12 57 15 25 22 45 6 3 1 12 18 2 47 0 0 0 0 0 4 32 31 1 8 68 15 25 22 47 5 3 1 8 21 2 41 0 0 0 0 10 82 1 61 16 17 5 7 86 1 40 93 0 0 0 0 0 0 0 0 0 10 85 1 20 16 17 13 5 7 83 1 61 13 17 0 0 0 0 0 0 0 10 38 1 40 16 17 5 7 89 1 39 17 0 0 0 0 0 0 0 0 0 62 1 12 63 2 41 5 3 1 8 60 26 11 24 0 0 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0 84 1 40 16 13 14 5 7 86 27 1 13 14 0 0 0 0 0 0 0 0 3 100 4 73 4 159 6 4 75 0 0 0 0 0 0 0 0 0 0 0 0 3 1 198 22 164 2 186 187 0 0 0 0 0 0 0 0 0 0 0 0 0 4 32 31 1 9 22 102 15 25 22 47 5 3 1 8 66 15 42 0 0 0
[[{{node loss_10/time_distributed_22_loss/sparse_categorical_crossentropy/SparseSoftmaxCrossEntropyWithLogits/SparseSoftmaxCrossEntropyWithLogits}}]]`
can you help me out on this error. Thanks in Advance.
