Explaining an Image Classification Model with Vertex Explainable AI Reviews

VERONICA ALEKSEI V. · Reviewed 9 months ago

Katarzyna B. · Reviewed 9 months ago

srilakshmimounika b. · Reviewed 9 months ago

good

Karra S. · Reviewed 9 months ago

good

Palagummi S. · Reviewed 9 months ago

Sonaa Shree V. · Reviewed 9 months ago

태경 강. · Reviewed 9 months ago

Impposible to finish the lab! InvalidArgument Traceback (most recent call last) Cell In[45], line 11 1 aiplatform.init(project=PROJECT, staging_bucket=BUCKET) 2 model = aiplatform.Model.upload( 3 display_name=MODEL_NAME, 4 artifact_uri=OUTDIR, (...) 8 sync=False, 9 ) ---> 11 model.wait() File ~/.local/lib/python3.10/site-packages/google/cloud/aiplatform/base.py:293, in FutureManager.wait(self) 290 if future: 291 futures.wait([future], return_when=futures.FIRST_EXCEPTION) --> 293 self._raise_future_exception() File ~/.local/lib/python3.10/site-packages/google/cloud/aiplatform/base.py:259, in FutureManager._raise_future_exception(self) 257 with self.__latest_future_lock: 258 if self._exception: --> 259 raise self._exception File ~/.local/lib/python3.10/site-packages/google/cloud/aiplatform/base.py:271, in FutureManager._complete_future(self, future) 269 with self.__latest_future_lock: 270 try: --> 271 future.result() # raises 272 except Exception as e: 273 self._exception = e File /opt/conda/lib/python3.10/concurrent/futures/_base.py:451, in Future.result(self, timeout) 449 raise CancelledError() 450 elif self._state == FINISHED: --> 451 return self.__get_result() 453 self._condition.wait(timeout) 455 if self._state in [CANCELLED, CANCELLED_AND_NOTIFIED]: File /opt/conda/lib/python3.10/concurrent/futures/_base.py:403, in Future.__get_result(self) 401 if self._exception: 402 try: --> 403 raise self._exception 404 finally: 405 # Break a reference cycle with the exception in self._exception 406 self = None File /opt/conda/lib/python3.10/concurrent/futures/thread.py:58, in _WorkItem.run(self) 55 return 57 try: ---> 58 result = self.fn(*self.args, **self.kwargs) 59 except BaseException as exc: 60 self.future.set_exception(exc) File ~/.local/lib/python3.10/site-packages/google/cloud/aiplatform/base.py:361, in FutureManager._submit.<locals>.wait_for_dependencies_and_invoke(deps, method, args, kwargs, internal_callbacks) 358 for future in set(deps): 359 future.result() --> 361 result = method(*args, **kwargs) 363 # call callbacks from within future 364 if internal_callbacks: File ~/.local/lib/python3.10/site-packages/google/cloud/aiplatform/models.py:3421, in Model.upload(cls, serving_container_image_uri, artifact_uri, model_id, parent_model, is_default_version, version_aliases, version_description, serving_container_predict_route, serving_container_health_route, description, serving_container_command, serving_container_args, serving_container_environment_variables, serving_container_ports, serving_container_grpc_ports, local_model, instance_schema_uri, parameters_schema_uri, prediction_schema_uri, explanation_metadata, explanation_parameters, display_name, project, location, credentials, labels, encryption_spec_key_name, staging_bucket, sync, upload_request_timeout, serving_container_deployment_timeout, serving_container_shared_memory_size_mb, serving_container_startup_probe_exec, serving_container_startup_probe_period_seconds, serving_container_startup_probe_timeout_seconds, serving_container_health_probe_exec, serving_container_health_probe_period_seconds, serving_container_health_probe_timeout_seconds) 3414 lro = api_client.upload_model( 3415 request=request, 3416 timeout=upload_request_timeout, 3417 ) 3419 _LOGGER.log_create_with_lro(cls, lro) -> 3421 model_upload_response = lro.result() 3423 this_model = cls( 3424 model_upload_response.model, version=model_upload_response.model_version_id 3425 ) 3427 _LOGGER.log_create_complete(cls, this_model._gca_resource, "model") File /opt/conda/lib/python3.10/site-packages/google/api_core/future/polling.py:261, in PollingFuture.result(self, timeout, retry, polling) 256 self._blocking_poll(timeout=timeout, retry=retry, polling=polling) 258 if self._exception is not None: 259 # pylint: disable=raising-bad-type 260 # Pylint doesn't recognize that this is valid in this case. --> 261 raise self._exception 263 return self._result InvalidArgument: 400 Error occurred in Explanation preprocessing. <class 'tensorflow.python.autograph.pyct.error_utils.MultilineMessageKeyError'> in user code: File "/usr/src/model_preparer/tf/v2/sigdef_preparer_step.py", line 128, in xai_input_to_output * output_keys[output_key]: out[output_key] KeyError: 'output_0'

Sacha C. · Reviewed 9 months ago

Nurlan М. · Reviewed 9 months ago

Manjulatha B. · Reviewed 9 months ago

Kuncha A. · Reviewed 9 months ago

If I cna know status of progress, this can be more better.

원 서. · Reviewed 9 months ago

Fabiano D. · Reviewed 9 months ago

Alnura M. · Reviewed 9 months ago

Akbota Z. · Reviewed 9 months ago

Marcos G. · Reviewed 9 months ago

석은 서. · Reviewed 9 months ago

Barely finished the lab, 1.5 hours is not enough time

Chooi-Guan L. · Reviewed 9 months ago

Istvan H. · Reviewed 9 months ago

코나 파. · Reviewed 9 months ago

Vissarapu B. · Reviewed 9 months ago

Jhansi V. · Reviewed 9 months ago

Kayden K. · Reviewed 9 months ago

승원 이. · Reviewed 9 months ago

Farid A. · Reviewed 9 months ago