Vertex AI: Training and Serving a Custom Model Reviews

Error during Docker build WARNING:tensorflow:From /opt/conda/lib/python3.7/site-packages/tensorflow/python/training/tracking/tracking.py:111: Layer.updates (from tensorflow.python.keras.engine.base_layer) is deprecated and will be removed in a future version. Instructions for updating: This property should not be used in TensorFlow 2.0, as updates are applied automatically. Traceback (most recent call last): File "/opt/conda/lib/python3.7/runpy.py", line 193, in _run_module_as_main "__main__", mod_spec) File "/opt/conda/lib/python3.7/runpy.py", line 85, in _run_code exec(code, run_globals) File "/trainer/train.py", line 159, in <module> model.save(BUCKET + '/mpg/model') File "/opt/conda/lib/python3.7/site-packages/tensorflow/python/keras/engine/training.py", line 1974, in save signatures, options) File "/opt/conda/lib/python3.7/site-packages/tensorflow/python/keras/saving/save.py", line 134, in save_model signatures, options) File "/opt/conda/lib/python3.7/site-packages/tensorflow/python/keras/saving/saved_model/save.py", line 80, in save save_lib.save(model, filepath, signatures, options) File "/opt/conda/lib/python3.7/site-packages/tensorflow/python/saved_model/save.py", line 981, in save utils_impl.get_or_create_variables_dir(export_dir) File "/opt/conda/lib/python3.7/site-packages/tensorflow/python/saved_model/utils_impl.py", line 213, in get_or_create_variables_dir if not file_io.file_exists(variables_dir): File "/opt/conda/lib/python3.7/site-packages/tensorflow/python/lib/io/file_io.py", line 249, in file_exists return file_exists_v2(filename) File "/opt/conda/lib/python3.7/site-packages/tensorflow/python/lib/io/file_io.py", line 267, in file_exists_v2 _pywrap_file_io.FileExists(compat.as_bytes(path)) tensorflow.python.framework.errors_impl.PermissionDeniedError: Error executing an HTTP request: HTTP response code 403 with body '{ "error": { "code": 403, "message": "423847952941-compute@developer.gserviceaccount.com does not have storage.objects.get access to the Google Cloud Storage object. Permission 'storage.objects.get' denied on resource (or it may not exist).", "errors": [ { "message": "423847952941-compute@developer.gserviceaccount.com does not have storage.objects.get access to the Google Cloud Storage object. Permission 'storage.objects.get' denied on resource (or it may not exist)."' when reading metadata of gs://your-gcs-bucket/mpg/model/variables (base) jupyter@instance-20240501-175353:~/mpg$ docker push $IMAGE_URI

Derrick Y. · Reviewed 7 months ago

Soorya V. · Reviewed 7 months ago

SENG KANG L. · Reviewed 7 months ago

Hon Kit K. · Reviewed 7 months ago

S. V. · Reviewed 7 months ago

Manoharan N. · Reviewed 7 months ago

Emanuele D. · Reviewed 7 months ago

sanchit r. · Reviewed 7 months ago

ROHITASHAV G. · Reviewed 7 months ago

ARYAN A. · Reviewed 7 months ago

Ashwani R. · Reviewed 7 months ago

Not working as it mentioned

Yogesh P. · Reviewed 7 months ago

Ashwani R. · Reviewed 7 months ago

Adhwa S. · Reviewed 7 months ago

Aleksei P. · Reviewed 7 months ago

Manoj S. · Reviewed 7 months ago

Romain W. · Reviewed 7 months ago

there is a bug in this lab

Carlos Felipe M. · Reviewed 7 months ago

Pi L. · Reviewed 7 months ago

A J. · Reviewed 7 months ago

Juan R. · Reviewed 7 months ago

Pushkar N. · Reviewed 7 months ago

Kella E. · Reviewed 7 months ago

Kimia H. · Reviewed 7 months ago

Jashandeep S. · Reviewed 7 months ago