M1 Mac | Tensorflow Metal Error / Bug

Code And Files:

error:

2022-12-24 01:24:04.858171: I tensorflow/core/grappler/optimizers/custom_graph_optimizer_registry.cc:114] Plugin optimizer for device_type GPU is enabled.
2022-12-24 01:24:06.472059: W tensorflow/core/framework/op_kernel.cc:1830] OP_REQUIRES failed at xla_ops.cc:418 : NOT_FOUND: could not find registered platform with id: 0x14fd11150
NotFoundError                             Traceback (most recent call last)
Cell In[24], line 1
----> 1 hist = model.fit(train, epochs=20, validation_data=val, callbacks=[tensorboard_callback])

File /opt/homebrew/lib/python3.10/site-packages/keras/utils/traceback_utils.py:70, in filter_traceback.<locals>.error_handler(*args, **kwargs)
     67     filtered_tb = _process_traceback_frames(e.__traceback__)
     68     # To get the full stack trace, call:
     69     # `tf.debugging.disable_traceback_filtering()`
---> 70     raise e.with_traceback(filtered_tb) from None
     71 finally:
     72     del filtered_tb

File /opt/homebrew/lib/python3.10/site-packages/tensorflow/python/eager/execute.py:52, in quick_execute(op_name, num_outputs, inputs, attrs, ctx, name)
     50 try:
     51   ctx.ensure_initialized()
---> 52   tensors = pywrap_tfe.TFE_Py_Execute(ctx._handle, device_name, op_name,
     53                                       inputs, attrs, num_outputs)
     54 except core._NotOkStatusException as e:
     55   if name is not None:

NotFoundError: Graph execution error:

Detected at node 'StatefulPartitionedCall_8' defined at (most recent call last):
    File "/opt/homebrew/Cellar/python@3.10/3.10.9/Frameworks/Python.framework/Versions/3.10/lib/python3.10/runpy.py", line 196, in _run_module_as_main
      return _run_code(code, main_globals, None,
    File "/opt/homebrew/Cellar/python@3.10/3.10.9/Frameworks/Python.framework/Versions/3.10/lib/python3.10/runpy.py", line 86, in _run_code
      exec(code, run_globals)
File "/opt/homebrew/lib/python3.10/site-packages/ipykernel_launcher.py", line 17, in <module>
      app.launch_new_instance()
    File "/opt/homebrew/lib/python3.10/site-packages/traitlets/config/application.py", line 1041, in launch_instance
      app.start()
    File "/opt/homebrew/lib/python3.10/site-packages/ipykernel/kernelapp.py", line 711, in start
      self.io_loop.start()
    File "/opt/homebrew/lib/python3.10/site-packages/tornado/platform/asyncio.py", line 215, in start
      self.asyncio_loop.run_forever()
    File "/opt/homebrew/Cellar/python@3.10/3.10.9/Frameworks/Python.framework/Versions/3.10/lib/python3.10/asyncio/base_events.py", line 603, in run_forever
      self._run_once()
    File "/opt/homebrew/Cellar/python@3.10/3.10.9/Frameworks/Python.framework/Versions/3.10/lib/python3.10/asyncio/base_events.py", line 1906, in _run_once
      handle._run()
    File "/opt/homebrew/Cellar/python@3.10/3.10.9/Frameworks/Python.framework/Versions/3.10/lib/python3.10/asyncio/events.py", line 80, in _run
      self._context.run(self._callback, *self._args)
    File "/opt/homebrew/lib/python3.10/site-packages/ipykernel/kernelbase.py", line 510, in dispatch_queue
      await self.process_one()
    File "/opt/homebrew/lib/python3.10/site-packages/ipykernel/kernelbase.py", line 499, in process_one
      await dispatch(*args)
    File "/opt/homebrew/lib/python3.10/site-packages/ipykernel/kernelbase.py", line 406, in dispatch_shell
      await result
    File "/opt/homebrew/lib/python3.10/site-packages/ipykernel/kernelbase.py", line 729, in execute_request
      reply_content = await reply_content
    File "/opt/homebrew/lib/python3.10/site-packages/ipykernel/ipkernel.py", line 411, in do_execute
      res = shell.run_cell(
    File "/opt/homebrew/lib/python3.10/site-packages/ipykernel/zmqshell.py", line 530, in run_cell
      return super().run_cell(*args, **kwargs)
    File "/opt/homebrew/lib/python3.10/site-packages/IPython/core/interactiveshell.py", line 2940, in run_cell
      result = self._run_cell(
    File "/opt/homebrew/lib/python3.10/site-packages/IPython/core/interactiveshell.py", line 2995, in _run_cell
      return runner(coro)
    File "/opt/homebrew/lib/python3.10/site-packages/IPython/core/async_helpers.py", line 129, in _pseudo_sync_runner
      coro.send(None)
    File "/opt/homebrew/lib/python3.10/site-packages/IPython/core/interactiveshell.py", line 3194, in run_cell_async
      has_raised = await self.run_ast_nodes(code_ast.body, cell_name,
    File "/opt/homebrew/lib/python3.10/site-packages/IPython/core/interactiveshell.py", line 3373, in run_ast_nodes
      if await self.run_code(code, result, async_=asy):
    File "/opt/homebrew/lib/python3.10/site-packages/IPython/core/interactiveshell.py", line 3433, in run_code
      exec(code_obj, self.user_global_ns, self.user_ns)
    File "/var/folders/b6/68vmtkhx5_z5djknwm2hb7gr0000gn/T/ipykernel_20480/2029832520.py", line 1, in <module>
      hist = model.fit(train, epochs=20, validation_data=val, callbacks=[tensorboard_callback])
    File "/opt/homebrew/lib/python3.10/site-packages/keras/utils/traceback_utils.py", line 65, in error_handler
      return fn(*args, **kwargs)
    File "/opt/homebrew/lib/python3.10/site-packages/keras/engine/training.py", line 1650, in fit
      tmp_logs = self.train_function(iterator)
    File "/opt/homebrew/lib/python3.10/site-packages/keras/engine/training.py", line 1249, in train_function
      return step_function(self, iterator)
    File "/opt/homebrew/lib/python3.10/site-packages/keras/engine/training.py", line 1233, in step_function
      outputs = model.distribute_strategy.run(run_step, args=(data,))
    File "/opt/homebrew/lib/python3.10/site-packages/keras/engine/training.py", line 1222, in run_step
      outputs = model.train_step(data)
    File "/opt/homebrew/lib/python3.10/site-packages/keras/engine/training.py", line 1027, in train_step
      self.optimizer.minimize(loss, self.trainable_variables, tape=tape)
File "/opt/homebrew/lib/python3.10/site-packages/keras/optimizers/optimizer_experimental/optimizer.py", line 527, in minimize
      self.apply_gradients(grads_and_vars)
    File "/opt/homebrew/lib/python3.10/site-packages/keras/optimizers/optimizer_experimental/optimizer.py", line 1140, in apply_gradients
      return super().apply_gradients(grads_and_vars, name=name)
    File "/opt/homebrew/lib/python3.10/site-packages/keras/optimizers/optimizer_experimental/optimizer.py", line 634, in apply_gradients
      iteration = self._internal_apply_gradients(grads_and_vars)
    File "/opt/homebrew/lib/python3.10/site-packages/keras/optimizers/optimizer_experimental/optimizer.py", line 1166, in _internal_apply_gradients
      return tf.__internal__.distribute.interim.maybe_merge_call(
    File "/opt/homebrew/lib/python3.10/site-packages/keras/optimizers/optimizer_experimental/optimizer.py", line 1216, in _distributed_apply_gradients_fn
      distribution.extended.update(

Only some part of error remaining. Will add in comments

Replies

Code And Files: https://github.com/nicknochnack/ImageClassification

Remaining Error:

distribution.extended.update(
    File "/opt/homebrew/lib/python3.10/site-packages/keras/optimizers/optimizer_experimental/optimizer.py", line 1211, in apply_grad_to_update_var
      return self._update_step_xla(grad, var, id(self._var_key(var)))
Node: 'StatefulPartitionedCall_8'
could not find registered platform with id: 0x14fd11150
	 [[{{node StatefulPartitionedCall_8}}]] [Op:__inference_train_function_1470]

Had to downgrade tensorflow-macos to version 2.9.0 and tensorflow-metal to 0.5.0 to get rid of such errors. Others on this site have reported similar issues with more recent versions. Apple is yet to provide working versions for newer TF releases.