I’m facing the below issue-
InvalidArgumentError Traceback (most recent call last)
in <cell line: 1>()
25
26 for epoch in range(num_epochs):
—> 27 gan.fit(images_dataset, epochs=1)
28 g_model.save(“/content/drive/MyDrive/GAN/nn/BCg_model.h5”)
29 d_model.save(“/content/drive/MyDrive/GAN/nn/BCd_model.h5”)
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)
52 try:
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:
InvalidArgumentError: Graph execution error:
Detected at node ‘IteratorGetNext’ defined at (most recent call last):
File “/usr/lib/python3.10/runpy.py”, line 196, in _run_module_as_main
return _run_code(code, main_globals, None,
File “/usr/lib/python3.10/runpy.py”, line 86, in _run_code
exec(code, run_globals)
File “/usr/local/lib/python3.10/dist-packages/ipykernel_launcher.py”, line 16, in
app.launch_new_instance()
File “/usr/local/lib/python3.10/dist-packages/traitlets/config/application.py”, line 992, in launch_instance
app.start()
File “/usr/local/lib/python3.10/dist-packages/ipykernel/kernelapp.py”, line 619, in start
self.io_loop.start()
File “/usr/local/lib/python3.10/dist-packages/tornado/platform/asyncio.py”, line 195, in start
self.asyncio_loop.run_forever()
File “/usr/lib/python3.10/asyncio/base_events.py”, line 603, in run_forever
self._run_once()
File “/usr/lib/python3.10/asyncio/base_events.py”, line 1909, in _run_once
handle._run()
File “/usr/lib/python3.10/asyncio/events.py”, line 80, in _run
self._context.run(self._callback, *self._args)
File “/usr/local/lib/python3.10/dist-packages/tornado/ioloop.py”, line 685, in
lambda f: self._run_callback(functools.partial(callback, future))
File “/usr/local/lib/python3.10/dist-packages/tornado/ioloop.py”, line 738, in _run_callback
ret = callback()
File “/usr/local/lib/python3.10/dist-packages/tornado/gen.py”, line 825, in inner
self.ctx_run(self.run)
File “/usr/local/lib/python3.10/dist-packages/tornado/gen.py”, line 786, in run
yielded = self.gen.send(value)
File “/usr/local/lib/python3.10/dist-packages/ipykernel/kernelbase.py”, line 361, in process_one
yield gen.maybe_future(dispatch(*args))
File “/usr/local/lib/python3.10/dist-packages/tornado/gen.py”, line 234, in wrapper
yielded = ctx_run(next, result)
File “/usr/local/lib/python3.10/dist-packages/ipykernel/kernelbase.py”, line 261, in dispatch_shell
yield gen.maybe_future(handler(stream, idents, msg))
File “/usr/local/lib/python3.10/dist-packages/tornado/gen.py”, line 234, in wrapper
yielded = ctx_run(next, result)
File “/usr/local/lib/python3.10/dist-packages/ipykernel/kernelbase.py”, line 539, in execute_request
self.do_execute(
File “/usr/local/lib/python3.10/dist-packages/tornado/gen.py”, line 234, in wrapper
yielded = ctx_run(next, result)
File “/usr/local/lib/python3.10/dist-packages/ipykernel/ipkernel.py”, line 302, in do_execute
res = shell.run_cell(code, store_history=store_history, silent=silent)
File “/usr/local/lib/python3.10/dist-packages/ipykernel/zmqshell.py”, line 539, in run_cell
return super(ZMQInteractiveShell, self).run_cell(*args, **kwargs)
File “/usr/local/lib/python3.10/dist-packages/IPython/core/interactiveshell.py”, line 2975, in run_cell
result = self._run_cell(
File “/usr/local/lib/python3.10/dist-packages/IPython/core/interactiveshell.py”, line 3030, in _run_cell
return runner(coro)
File “/usr/local/lib/python3.10/dist-packages/IPython/core/async_helpers.py”, line 78, in pseudo_sync_runner
coro.send(None)
File “/usr/local/lib/python3.10/dist-packages/IPython/core/interactiveshell.py”, line 3257, in run_cell_async
has_raised = await self.run_ast_nodes(code_ast.body, cell_name,
File “/usr/local/lib/python3.10/dist-packages/IPython/core/interactiveshell.py”, line 3473, in run_ast_nodes
if (await self.run_code(code, result, async=asy)):
File “/usr/local/lib/python3.10/dist-packages/IPython/core/interactiveshell.py”, line 3553, in run_code
exec(code_obj, self.user_global_ns, self.user_ns)
File “”, line 27, in <cell line: 1>
gan.fit(images_dataset, epochs=1)
File “/usr/local/lib/python3.10/dist-packages/keras/utils/traceback_utils.py”, line 64, in error_handler
return fn(*args, **kwargs)
File “/usr/local/lib/python3.10/dist-packages/keras/engine/training.py”, line 1384, in fit
tmp_logs = self.train_function(iterator)
File “/usr/local/lib/python3.10/dist-packages/keras/engine/training.py”, line 1021, in train_function
return step_function(self, iterator)
File “/usr/local/lib/python3.10/dist-packages/keras/engine/training.py”, line 1009, in step_function
data = next(iterator)
Node: ‘IteratorGetNext’
Detected at node ‘IteratorGetNext’ defined at (most recent call last):
File “/usr/lib/python3.10/runpy.py”, line 196, in _run_module_as_main
return _run_code(code, main_globals, None,
File “/usr/lib/python3.10/runpy.py”, line 86, in _run_code
exec(code, run_globals)
File “/usr/local/lib/python3.10/dist-packages/ipykernel_launcher.py”, line 16, in
app.launch_new_instance()
File “/usr/local/lib/python3.10/dist-packages/traitlets/config/application.py”, line 992, in launch_instance
app.start()
File “/usr/local/lib/python3.10/dist-packages/ipykernel/kernelapp.py”, line 619, in start
self.io_loop.start()
File “/usr/local/lib/python3.10/dist-packages/tornado/platform/asyncio.py”, line 195, in start
self.asyncio_loop.run_forever()
File “/usr/lib/python3.10/asyncio/base_events.py”, line 603, in run_forever
self._run_once()
File “/usr/lib/python3.10/asyncio/base_events.py”, line 1909, in _run_once
handle._run()
File “/usr/lib/python3.10/asyncio/events.py”, line 80, in _run
self._context.run(self._callback, *self._args)
File “/usr/local/lib/python3.10/dist-packages/tornado/ioloop.py”, line 685, in
lambda f: self._run_callback(functools.partial(callback, future))
File “/usr/local/lib/python3.10/dist-packages/tornado/ioloop.py”, line 738, in _run_callback
ret = callback()
File “/usr/local/lib/python3.10/dist-packages/tornado/gen.py”, line 825, in inner
self.ctx_run(self.run)
File “/usr/local/lib/python3.10/dist-packages/tornado/gen.py”, line 786, in run
yielded = self.gen.send(value)
File “/usr/local/lib/python3.10/dist-packages/ipykernel/kernelbase.py”, line 361, in process_one
yield gen.maybe_future(dispatch(*args))
File “/usr/local/lib/python3.10/dist-packages/tornado/gen.py”, line 234, in wrapper
yielded = ctx_run(next, result)
File “/usr/local/lib/python3.10/dist-packages/ipykernel/kernelbase.py”, line 261, in dispatch_shell
yield gen.maybe_future(handler(stream, idents, msg))
File “/usr/local/lib/python3.10/dist-packages/tornado/gen.py”, line 234, in wrapper
yielded = ctx_run(next, result)
File “/usr/local/lib/python3.10/dist-packages/ipykernel/kernelbase.py”, line 539, in execute_request
self.do_execute(
File “/usr/local/lib/python3.10/dist-packages/tornado/gen.py”, line 234, in wrapper
yielded = ctx_run(next, result)
File “/usr/local/lib/python3.10/dist-packages/ipykernel/ipkernel.py”, line 302, in do_execute
res = shell.run_cell(code, store_history=store_history, silent=silent)
File “/usr/local/lib/python3.10/dist-packages/ipykernel/zmqshell.py”, line 539, in run_cell
return super(ZMQInteractiveShell, self).run_cell(*args, **kwargs)
File “/usr/local/lib/python3.10/dist-packages/IPython/core/interactiveshell.py”, line 2975, in run_cell
result = self._run_cell(
File “/usr/local/lib/python3.10/dist-packages/IPython/core/interactiveshell.py”, line 3030, in _run_cell
return runner(coro)
File “/usr/local/lib/python3.10/dist-packages/IPython/core/async_helpers.py”, line 78, in pseudo_sync_runner
coro.send(None)
File “/usr/local/lib/python3.10/dist-packages/IPython/core/interactiveshell.py”, line 3257, in run_cell_async
has_raised = await self.run_ast_nodes(code_ast.body, cell_name,
File “/usr/local/lib/python3.10/dist-packages/IPython/core/interactiveshell.py”, line 3473, in run_ast_nodes
if (await self.run_code(code, result, async=asy)):
File “/usr/local/lib/python3.10/dist-packages/IPython/core/interactiveshell.py”, line 3553, in run_code
exec(code_obj, self.user_global_ns, self.user_ns)
File “”, line 27, in <cell line: 1>
gan.fit(images_dataset, epochs=1)
File “/usr/local/lib/python3.10/dist-packages/keras/utils/traceback_utils.py”, line 64, in error_handler
return fn(*args, **kwargs)
File “/usr/local/lib/python3.10/dist-packages/keras/engine/training.py”, line 1384, in fit
tmp_logs = self.train_function(iterator)
File “/usr/local/lib/python3.10/dist-packages/keras/engine/training.py”, line 1021, in train_function
return step_function(self, iterator)
File “/usr/local/lib/python3.10/dist-packages/keras/engine/training.py”, line 1009, in step_function
data = next(iterator)
Node: ‘IteratorGetNext’
2 root error(s) found.
(0) INVALID_ARGUMENT: Cannot add tensor to the batch: number of elements does not match. Shapes are: [tensor]: [224,224,3], [batch]: [224,224,1]
[[{{node IteratorGetNext}}]]
[[Shape/_4]]
(1) INVALID_ARGUMENT: Cannot add tensor to the batch: number of elements does not match. Shapes are: [tensor]: [224,224,3], [batch]: [224,224,1]
[[{{node IteratorGetNext}}]]
0 successful operations.
0 derived errors ignored. [Op:__inference_train_function_9683]