Machine Learning with TensorFlow in Vertex AI Reviews

Jacob P. · Reviewed מעל שנה אחת ago

Shantanu S. · Reviewed מעל שנה אחת ago

Panagiotis T. · Reviewed מעל שנה אחת ago

unable finish this lab last step due to CalledProcessError: Command 'b'# note TF_VERSION set in 1st cell, but ENDPOINT_NAME is being changed\n# TF_VERSION=2-6\nENDPOINT_NAME=flights_xai\nTIMESTAMP=$(date +%Y%m%d-%H%M%S)\nMODEL_NAME=${ENDPOINT_NAME}-${TIMESTAMP}\nEXPORT_PATH=$(gsutil ls ${OUTDIR}/export | tail -1)\necho $EXPORT_PATH\n# create the model endpoint for deploying the model\nif [[ $(gcloud beta ai endpoints list --region=$REGION \\\n --format=\'value(DISPLAY_NAME)\' --filter=display_name=${ENDPOINT_NAME}) ]]; then\n echo "Endpoint for $MODEL_NAME already exists"\nelse\n # create model endpoint\n echo "Creating Endpoint for $MODEL_NAME"\n gcloud beta ai endpoints create --region=${REGION} --display-name=${ENDPOINT_NAME}\nfi\nENDPOINT_ID=$(gcloud beta ai endpoints list --region=$REGION \\\n --format=\'value(ENDPOINT_ID)\' --filter=display_name=${ENDPOINT_NAME})\necho "ENDPOINT_ID=$ENDPOINT_ID"\n# delete any existing models with this name\nfor MODEL_ID in $(gcloud beta ai models list --region=$REGION --format=\'value(MODEL_ID)\' --filter=display_name=${MODEL_NAME}); do\n echo "Deleting existing $MODEL_NAME ... $MODEL_ID "\n gcloud ai models delete --region=$REGION $MODEL_ID\ndone\n# upload the model using the parameters docker conatiner image, artifact URI, explanation method, \n# explanation path count and explanation metadata JSON file `explanation-metadata.json`. \n# Here, you keep number of feature permutations to `10` when approximating the Shapley values for explanation.\ngcloud beta ai models upload --region=$REGION --display-name=$MODEL_NAME \\\n --container-image-uri=us-docker.pkg.dev/vertex-ai/prediction/tf2-cpu.${TF_VERSION}:latest \\\n --artifact-uri=$EXPORT_PATH \\\n --explanation-method=sampled-shapley --explanation-path-count=10 --explanation-metadata-file=explanation-metadata.json\nMODEL_ID=$(gcloud beta ai models list --region=$REGION --format=\'value(MODEL_ID)\' --filter=display_name=${MODEL_NAME})\necho "MODEL_ID=$MODEL_ID"\n# deploy the model to the endpoint\ngcloud beta ai endpoints deploy-model $ENDPOINT_ID \\\n --region=$REGION \\\n --model=$MODEL_ID \\\n --display-name=$MODEL_NAME \\\n --machine-type=n1-standard-2 \\\n --min-replica-count=1 \\\n --max-replica-count=1 \\\n --traffic-split=0=100\n'' returned non-zero exit status 1.

Hsin-Wen C. · Reviewed מעל שנה אחת ago

There are no resources available at the specified region to complete the lab.

José Luis G. · Reviewed מעל שנה אחת ago

Takashi I. · Reviewed מעל שנה אחת ago

I could not create the notebook instance: I got an error saying that not enough resources were availaible

Davide S. · Reviewed מעל שנה אחת ago

Initial instructions to do with creating the notebook are out of date. The region you're instructed to use didn't work. Other instructions are out of date. It's more a series of things to paste in than anything instructive of what you're doing and why

Llewellyn R. · Reviewed מעל שנה אחת ago

규보 임. · Reviewed מעל שנה אחת ago

Pablo B. · Reviewed מעל שנה אחת ago

Unable to create the notebook

Georges E. · Reviewed מעל שנה אחת ago

Muhammad A. · Reviewed מעל שנה אחת ago

unable find TensorFlow Enterprise 2.6 under Vertex AI workbench

Hsin-Wen C. · Reviewed מעל שנה אחת ago

Cait R. · Reviewed מעל שנה אחת ago

Theres not enough ressources to do this Lab! It was step 1 and encountered the first error... sad.

Amar J. · Reviewed מעל שנה אחת ago

could not deploy the instance on us central becaouse of lack of resources in such location.

Jorge M. · Reviewed מעל שנה אחת ago

I could access my model endpoint but the checks did not work at Task 6.

Vijay R. · Reviewed מעל שנה אחת ago

there were technical issues at first with setting up lab environment, took like 30 mins to do so

Georgy S. · Reviewed מעל שנה אחת ago

Erwin R. · Reviewed מעל שנה אחת ago

Too many bugs

Danilo C. · Reviewed מעל שנה אחת ago

ENVIRONMENT ISSUES

Apurva T. · Reviewed מעל שנה אחת ago

very bad not working

Akash G. · Reviewed מעל שנה אחת ago

Sauro G. · Reviewed מעל שנה אחת ago

Nikita M. · Reviewed מעל שנה אחת ago

Pradheepan R. · Reviewed מעל שנה אחת ago