'#GraphexecutionerrorinImageClassificationUsingML
Here is my code of image classification project in machine learning, i am not able to understand this error. I have imported all the necessary libraries.
from keras.callbacks import ModelCheckpoint,EarlyStopping
mc=ModelCheckpoint(filepath="./best_model.h5",
monitor="val_accuracy",
verbose=1,
save_best_only= True)
es=EarlyStopping(monitor="val_accuracy",
min_delta= 0.01,
patience=5,
verbose=1)
cb=[mc,es]
his = model.fit_generator(train_data,
steps_per_epoch= 7,
epochs= 26,
callbacks= cb)
I get the following error when I try to run it:
Epoch 1/26
---------------------------------------------------------------------------
InvalidArgumentError Traceback (most recent call last)
<ipython-input-30-d3e718f31696> in <module>()
2 steps_per_epoch= 7,
3 epochs= 26,
----> 4 callbacks= cb)
2 frames
/usr/local/lib/python3.7/dist-packages/tensorflow/python/eager/execute.py in quick_execute(op_name, num_outputs, inputs, attrs, ctx, name)
53 ctx.ensure_initialized()
54 tensors = pywrap_tfe.TFE_Py_Execute(ctx._handle, device_name, op_name,
---> 55 inputs, attrs, num_outputs)
56 except core._NotOkStatusException as e:
57 if name is not None:
InvalidArgumentError: Graph execution error:
Detected at node 'gradient_tape/binary_crossentropy/logistic_loss/mul/BroadcastGradientArgs' defined at (most recent call last):
File "/usr/lib/python3.7/runpy.py", line 193, in _run_module_as_main
"__main__", mod_spec)
File "/usr/lib/python3.7/runpy.py", line 85, in _run_code
and so on.. it is a very long error
Sources
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