Questions tagged [google-cloud-ai]
49 questions
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0 answers
Google cloud AI Text-to-Speech Quotas "Resource has been exhausted"
{
"code": 429,
"message": "Resource has been exhausted (e.g. check quota).",
"status": "RESOURCE_EXHAUSTED"
}
I don't completely understand. Why I get this.
As I can see my quotas I very or extremely far from the limits.
As docs says I have 1000…
Sergey Egorov
- 305
- 2
- 6
0
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1 answer
Accessing data in Google Cloud Storage without downloading it
Is there a way by which I can expose data in google cloud storage to a VM without completely downloading it all at once on the VM.
Amazon Sagemaker Fast File Mode (FFM) exposes the data in S3 to machine learning application in such a way that it…
Tarun Gupta
- 19
- 5
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0 answers
Trying to get a Vertex AI prediction in BigQuery using Python
I've built a model in VertexAI and have deployed it to an endpoint. I'm trying to use tabular data stored in GBQ as input for this model. I've found this function -- create a batch prediction in GBQ using Python -- in Google's documentation:
from…
0
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2 answers
SQL Server : DATETIME to INT
The date I have is 10.01.2022, the value I want is 10012022 - how can I do that? Thanks
Murat Çiçek
- 1
- 2
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1 answer
No such object error when saving TensorFlow model trained on Google Cloud AI Platform to a Google Cloud Storage Bucket
I am training a model using TensorFlow on Google Cloud's AI Platform and while the training itself proceeds nicely, I am unable to save the finished model in SavedModel format to my cloud storage bucket. I know the bucket is set up properly because…
Owen Burns
- 120
- 10
0
votes
1 answer
Predicting on GCP Ai Platform
I deployed a tensorflow model on GCP AI Platform.
This model predicts whether a text is sarcasm (1) or not (0).
A text is represented (with a given function "tokenize_text") as two tensors. That could look like this:
text = tokenize_text('This is a…
Oweys
- 47
- 6
0
votes
1 answer
Example notebook, sample for google cloud pipeline component
I am looking for a sample or a tutorial notebook with specifically the "CustomPythonPackageTrainingJobRunOp" google cloud pipeline component. I have been trying to use this but keep getting into errors.
PS: I have already posted a question about the…
racerX
- 930
- 9
- 25
0
votes
1 answer
Tracking resources used by VertexAI pipeline
Is it possible to track the resources consumed by a VertexAI pipeline run, similar to how it is possible to do for Dataflow where it shows a live graph of how many nodes are currently running to execute the pipeline?
racerX
- 930
- 9
- 25
0
votes
1 answer
Vertex Pipeline: CustomPythonPackageTrainingJobRunOp not supplying WorkerPoolSpecs
I am trying to run a custom package training pipeline using Kubeflow pipelines on Vertex AI. I have the training code packaged in Google Cloud Storage and my pipeline is:
import kfp
from kfp.v2 import compiler
from kfp.v2.dsl import component
from…
Christopher Larsen
- 11
- 4
0
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0 answers
Do we have request/response logs available in audit logs for Endpoints in GCP Vertex AI platform?
We trained autoML models and deployed on Endpoints in GCP vertex AI platform. We are looking for request/response logs for all the requests made to the Endpoint. Are these logs available, if yes then how we can access them?
Relevant URL:…
Bashammakh Yazeed
- 43
- 1
- 5
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1 answer
How to create the config.yaml file for distributed training on Unified Cloud AI Platform
I am looking to train a model using Google Cloud's new service - the Unified AI Platform. To do so I am using a config.yaml that looks like this:
workerPoolSpecs:
workerPoolSpec:
machineSpec:
machineType: n1-highmem-16
…
Jash Shah
- 2,064
- 4
- 23
- 41
0
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0 answers
GCP ML Tensorflow serving with authorization for GRPC
I needed help in setting up GRPC for an ML model deployed on GCP. I have deployed the model and want to serve it using GRPC but not able to find any documentation on how to do that. Does anyone have any info on the below:-
How to activate GRPC for…
user9063834
- 85
- 1
- 8
0
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1 answer
Issues in scaling GCP AI model TF serving
I have deployed the MNIST dataset on GCP AI models TF serving and facing issues in scaling. I would like to know if someone else has faced a similar issue and ways in which they would have resolved it to scale it.
Behavior
if I create 3 requests…
user9063834
- 85
- 1
- 8
0
votes
2 answers
GCP AI platform API
I am trying to programatically create "AI Platform Notebooks" in GCP. The gcloud sdk does have some support for managing these notebooks, but not creating them. And there is no client library for support for Node.js (the language I'm using).…
Max888
- 3,089
- 24
- 55
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1 answer
Training Job Running on Google Cloud Platform but Not Consuming Any CPU
My training job on the AI platform on the Google Cloud Platform seems to be running but is not consuming any CPU. The program does not terminate, but it does give a few errors when the job first started running. They look like below
INFO …
Yechen
- 3
- 3