model.compile(optimizer='adam', loss=tf.keras.losses.SparseCategoricalCrossentropy(from_logits=True), metrics=['accuracy'])
epochs_size = 25 history = model.fit(data_train, validation_data=data_val, epochs=epochs_size)
error is :
InvalidArgumentError Traceback (most recent call last) Cell In[27], line 4 1 epochs_size = 25 2 # history = model.fit(data_train, validation_data=data_val, epochs=epochs_size) ----> 4 history = model.fit(data_train, validation_data=data_val, epochs=epochs_size)
File C:\Python312\Lib\site-packages\keras\src\utils\traceback_utils.py:122, in filter_traceback..error_handler(*args, **kwargs)
119 filtered_tb = _process_traceback_frames(e.traceback)
120 # To get the full stack trace, call:
121 # keras.config.disable_traceback_filtering()
--> 122 raise e.with_traceback(filtered_tb) from None
123 finally:
124 del filtered_tb
File C:\Python312\Lib\site-packages\tensorflow\python\eager\execute.py:53, in quick_execute(op_name, num_outputs, inputs, attrs, ctx, name) 51 try: 52 ctx.ensure_initialized() ---> 53 tensors = pywrap_tfe.TFE_Py_Execute(ctx._handle, device_name, op_name, 54 inputs, attrs, num_outputs) 55 except core._NotOkStatusException as e: 56 if name is not None:
InvalidArgumentError: Graph execution error:
Detected at node sequential_1_1/conv2d_3_1/Reshape defined at (most recent call last): File "", line 198, in _run_module_as_main
File "", line 88, in _run_code
File "C:\Python312\Lib\site-packages\ipykernel_launcher.py", line 18, in
File "C:\Python312\Lib\site-packages\traitlets\config\application.py", line 1075, in launch_instance
File "C:\Python312\Lib\site-packages\ipykernel\kernelapp.py", line 739, in start
File "C:\Python312\Lib\site-packages\tornado\platform\asyncio.py", line 205, in start
File "C:\Python312\Lib\asyncio\base_events.py", line 639, in run_forever
File "C:\Python312\Lib\asyncio\base_events.py", line 1985, in _run_once
File "C:\Python312\Lib\asyncio\events.py", line 88, in _run
File "C:\Python312\Lib\site-packages\ipykernel\kernelbase.py", line 545, in dispatch_queue
File "C:\Python312\Lib\site-packages\ipykernel\kernelbase.py", line 534, in process_one
File "C:\Python312\Lib\site-packages\ipykernel\kernelbase.py", line 437, in dispatch_shell
File "C:\Python312\Lib\site-packages\ipykernel\ipkernel.py", line 362, in execute_request
File "C:\Python312\Lib\site-packages\ipykernel\kernelbase.py", line 778, in execute_request
File "C:\Python312\Lib\site-packages\ipykernel\ipkernel.py", line 449, in do_execute
File "C:\Python312\Lib\site-packages\ipykernel\zmqshell.py", line 549, in run_cell
File "C:\Python312\Lib\site-packages\IPython\core\interactiveshell.py", line 3075, in run_cell
File "C:\Python312\Lib\site-packages\IPython\core\interactiveshell.py", line 3130, in _run_cell
File "C:\Python312\Lib\site-packages\IPython\core\async_helpers.py", line 129, in _pseudo_sync_runner
File "C:\Python312\Lib\site-packages\IPython\core\interactiveshell.py", line 3334, in run_cell_async
File "C:\Python312\Lib\site-packages\IPython\core\interactiveshell.py", line 3517, in run_ast_nodes
File "C:\Python312\Lib\site-packages\IPython\core\interactiveshell.py", line 3577, in run_code
File "C:\Users\tayya\AppData\Local\Temp\ipykernel_10076\2761535915.py", line 4, in
File "C:\Python312\Lib\site-packages\keras\src\utils\traceback_utils.py", line 117, in error_handler
File "C:\Python312\Lib\site-packages\keras\src\backend\tensorflow\trainer.py", line 325, in fit
File "C:\Python312\Lib\site-packages\keras\src\backend\tensorflow\trainer.py", line 118, in one_step_on_iterator
File "C:\Python312\Lib\site-packages\keras\src\backend\tensorflow\trainer.py", line 106, in one_step_on_data
File "C:\Python312\Lib\site-packages\keras\src\backend\tensorflow\trainer.py", line 57, in train_step
File "C:\Python312\Lib\site-packages\keras\src\utils\traceback_utils.py", line 117, in error_handler
File "C:\Python312\Lib\site-packages\keras\src\layers\layer.py", line 814, in call
File "C:\Python312\Lib\site-packages\keras\src\utils\traceback_utils.py", line 117, in error_handler
File "C:\Python312\Lib\site-packages\keras\src\ops\operation.py", line 48, in call
File "C:\Python312\Lib\site-packages\keras\src\utils\traceback_utils.py", line 156, in error_handler
File "C:\Python312\Lib\site-packages\keras\src\models\sequential.py", line 202, in call
File "C:\Python312\Lib\site-packages\keras\src\models\functional.py", line 194, in call
File "C:\Python312\Lib\site-packages\keras\src\ops\function.py", line 151, in _run_through_graph
File "C:\Python312\Lib\site-packages\keras\src\models\functional.py", line 578, in call
File "C:\Python312\Lib\site-packages\keras\src\utils\traceback_utils.py", line 117, in error_handler
File "C:\Python312\Lib\site-packages\keras\src\layers\layer.py", line 814, in call
File "C:\Python312\Lib\site-packages\keras\src\utils\traceback_utils.py", line 117, in error_handler
File "C:\Python312\Lib\site-packages\keras\src\ops\operation.py", line 48, in call
File "C:\Python312\Lib\site-packages\keras\src\utils\traceback_utils.py", line 156, in error_handler
File "C:\Python312\Lib\site-packages\keras\src\layers\convolutional\base_conv.py", line 233, in call
File "C:\Python312\Lib\site-packages\keras\src\ops\numpy.py", line 4507, in reshape
File "C:\Python312\Lib\site-packages\keras\src\backend\tensorflow\numpy.py", line 1545, in reshape
Input to reshape is a tensor with 0 values, but the requested shape has 16 [[{{node sequential_1_1/conv2d_3_1/Reshape}}]] [Op:__inference_one_step_on_iterator_5017]