Welcome to the Tensorflow Forum!
The problem is that in my case I need keras-cv and for that the latest tensorflow required, any other solution except this would be much appreciated
Could you please create a new issue with the standalone code and operating system details? so that it is easy to followup.
Thank you!
from tensorflow.keras.layers import Embedding, LSTM, Dense, Bidirectional, Dropout
model = Sequential()
model.add(Embedding(5000, 32, input_length=max_length))
model.add(LSTM(128, dropout=0.2, recurrent_dropout=0.2))
model.add(Dropout(0.2))
model.add(Dense(64, activation='relu'))
model.add(Dense(32, activation='relu'))
model.add(Dense(5, activation='softmax'))
model.compile(loss=tf.keras.losses.CategoricalCrossentropy(), optimizer=tf.keras.optimizers.Adam(), metrics=['accuracy'])
model.summary()
num_epochs = 100
history = model.fit(train_padded, Encode_label_train, epochs=num_epochs,
validation_data =(valid_padded, Encode_label_valid))
print(train_padded.shape, Encode_label_train.shape, valid_padded.shape, Encode_label_valid.shape)
Model: "sequential_10"
_________________________________________________________________
Layer (type) Output Shape Param #
=================================================================
embedding_10 (Embedding) (None, 83, 16) 64000
lstm_10 (LSTM) (None, 128) 74240
dropout_10 (Dropout) (None, 128) 0
dense_30 (Dense) (None, 64) 8256
dense_31 (Dense) (None, 32) 2080
dense_32 (Dense) (None, 5) 165
=================================================================
Total params: 148741 (581.02 KB)
Trainable params: 148741 (581.02 KB)
Non-trainable params: 0 (0.00 Byte)
_________________________________________________________________
Epoch 1/100
10/10 [==============================] - ETA: 0s - loss: 1.6058 - accuracy: 0.2633
---------------------------------------------------------------------------
InvalidArgumentError Traceback (most recent call last)
<ipython-input-17-d454edf938f0> in <cell line: 16>()
14
15 num_epochs = 100
---> 16 history = model.fit(train_padded, Encode_label_train, epochs=num_epochs,
17 validation_data =(valid_padded, Encode_label_valid))
18
1 frames
/usr/local/lib/python3.10/dist-packages/tensorflow/python/eager/execute.py in quick_execute(op_name, num_outputs, inputs, attrs, ctx, name)
58 for t in inputs
59 ]
---> 60 tensors = pywrap_tfe.TFE_Py_Execute(ctx._handle, device_name, op_name,
61 inputs, attrs, num_outputs)
62 except core._NotOkStatusException as e:
InvalidArgumentError: Graph execution error:
Detected at node sequential_10/embedding_10/embedding_lookup defined at (most recent call last):
File "/usr/lib/python3.10/runpy.py", line 196, in _run_module_as_main
File "/usr/lib/python3.10/runpy.py", line 86, in _run_code
File "/usr/local/lib/python3.10/dist-packages/colab_kernel_launcher.py", line 37, in <module>
File "/usr/local/lib/python3.10/dist-packages/traitlets/config/application.py", line 992, in launch_instance
File "/usr/local/lib/python3.10/dist-packages/ipykernel/kernelapp.py", line 619, in start
File "/usr/local/lib/python3.10/dist-packages/tornado/platform/asyncio.py", line 195, in start
File "/usr/lib/python3.10/asyncio/base_events.py", line 603, in run_forever
File "/usr/lib/python3.10/asyncio/base_events.py", line 1909, in _run_once
File "/usr/lib/python3.10/asyncio/events.py", line 80, in _run
File "/usr/local/lib/python3.10/dist-packages/tornado/ioloop.py", line 685, in <lambda>
File "/usr/local/lib/python3.10/dist-packages/tornado/ioloop.py", line 738, in _run_callback
File "/usr/local/lib/python3.10/dist-packages/tornado/gen.py", line 825, in inner
File "/usr/local/lib/python3.10/dist-packages/tornado/gen.py", line 786, in run
File "/usr/local/lib/python3.10/dist-packages/ipykernel/kernelbase.py", line 361, in process_one
File "/usr/local/lib/python3.10/dist-packages/tornado/gen.py", line 234, in wrapper
File "/usr/local/lib/python3.10/dist-packages/ipykernel/kernelbase.py", line 261, in dispatch_shell
File "/usr/local/lib/python3.10/dist-packages/tornado/gen.py", line 234, in wrapper
File "/usr/local/lib/python3.10/dist-packages/ipykernel/kernelbase.py", line 539, in execute_request
File "/usr/local/lib/python3.10/dist-packages/tornado/gen.py", line 234, in wrapper
File "/usr/local/lib/python3.10/dist-packages/ipykernel/ipkernel.py", line 302, in do_execute
File "/usr/local/lib/python3.10/dist-packages/ipykernel/zmqshell.py", line 539, in run_cell
File "/usr/local/lib/python3.10/dist-packages/IPython/core/interactiveshell.py", line 2975, in run_cell
File "/usr/local/lib/python3.10/dist-packages/IPython/core/interactiveshell.py", line 3030, in _run_cell
File "/usr/local/lib/python3.10/dist-packages/IPython/core/async_helpers.py", line 78, in _pseudo_sync_runner
File "/usr/local/lib/python3.10/dist-packages/IPython/core/interactiveshell.py", line 3257, in run_cell_async
File "/usr/local/lib/python3.10/dist-packages/IPython/core/interactiveshell.py", line 3473, in run_ast_nodes
File "/usr/local/lib/python3.10/dist-packages/IPython/core/interactiveshell.py", line 3553, in run_code
File "<ipython-input-17-d454edf938f0>", line 16, in <cell line: 16>
File "/usr/local/lib/python3.10/dist-packages/keras/src/utils/traceback_utils.py", line 65, in error_handler
File "/usr/local/lib/python3.10/dist-packages/keras/src/engine/training.py", line 1832, in fit
File "/usr/local/lib/python3.10/dist-packages/keras/src/utils/traceback_utils.py", line 65, in error_handler
File "/usr/local/lib/python3.10/dist-packages/keras/src/engine/training.py", line 2272, in evaluate
File "/usr/local/lib/python3.10/dist-packages/keras/src/engine/training.py", line 4079, in run_step
File "/usr/local/lib/python3.10/dist-packages/keras/src/engine/training.py", line 2042, in test_function
File "/usr/local/lib/python3.10/dist-packages/keras/src/engine/training.py", line 2025, in step_function
File "/usr/local/lib/python3.10/dist-packages/keras/src/engine/training.py", line 2013, in run_step
File "/usr/local/lib/python3.10/dist-packages/keras/src/engine/training.py", line 1893, in test_step
File "/usr/local/lib/python3.10/dist-packages/keras/src/utils/traceback_utils.py", line 65, in error_handler
File "/usr/local/lib/python3.10/dist-packages/keras/src/engine/training.py", line 589, in __call__
File "/usr/local/lib/python3.10/dist-packages/keras/src/utils/traceback_utils.py", line 65, in error_handler
File "/usr/local/lib/python3.10/dist-packages/keras/src/engine/base_layer.py", line 1149, in __call__
File "/usr/local/lib/python3.10/dist-packages/keras/src/utils/traceback_utils.py", line 96, in error_handler
File "/usr/local/lib/python3.10/dist-packages/keras/src/engine/sequential.py", line 398, in call
File "/usr/local/lib/python3.10/dist-packages/keras/src/engine/functional.py", line 515, in call
File "/usr/local/lib/python3.10/dist-packages/keras/src/engine/functional.py", line 672, in _run_internal_graph
File "/usr/local/lib/python3.10/dist-packages/keras/src/utils/traceback_utils.py", line 65, in error_handler
File "/usr/local/lib/python3.10/dist-packages/keras/src/engine/base_layer.py", line 1149, in __call__
File "/usr/local/lib/python3.10/dist-packages/keras/src/utils/traceback_utils.py", line 96, in error_handler
File "/usr/local/lib/python3.10/dist-packages/keras/src/layers/core/embedding.py", line 272, in call
indices[17,7] = 4000 is not in [0, 4000)
[[{{node sequential_10/embedding_10/embedding_lookup}}]] [Op:__inference_test_function_45557]
do you know whats wrong with this?
were you able to fix this?!!