Questions tagged [google-cloud-platform]
Google Cloud Platform (GCP) is a suite of cloud computing services that delivers computing services like servers, storage, databases, networking, software and analytics over the Internet
9
questions
0
votes
0
answers
5
views
Data Tracking For Process Improvement
I work in a manufacturing plant with 6 production lines. As part of the maintenance crew, it is my job to record all maintenance work performed on the equipment inside of our shared OneNote. This ...
- 1
0
votes
0
answers
30
views
Create a TensorFlow Input pipeline from GCS Bucket?
I wish to generate a TensorFlow input pipeline (i.e. tf.data pipeline) for an image classification project. The images stored in a GCS bucket having access controls and is not publicly accessible. And ...
- 77
1
vote
1
answer
33
views
What is the best approach to deploy N number of ML models as a scalable service in the Cloud?
I've N (~50) number of sentiment models of different languages, which were fine tuned on HggingFace's transformer models. Each of the models as 2-3 GB in size approx. Now, how can I deploy all these ...
1
vote
0
answers
22
views
Best way to represent a version feature based on percentiles
We're training a binary classifier in AutoML, and one of the features consist of browser versions.
Currently these versions are provided "normalized" to the model, according to the ...
0
votes
1
answer
181
views
Why model trains slower on GCP than on my local machine?
I'm using tensorflow-cloud and train a 3D voxel CNN.
My local machine: NVIDIA GeForce RTX 2080 Ti 11GB, Intel Core i7 3GhZ, 32 GB RAM
This is my machine config on tfc:
...
- 111
1
vote
0
answers
64
views
Query google trend using google BigQuery
I need help with google BigQuery. Am using big query to query data from Google Trends. now I want to get data using a specific keyword example spiderman, and get the result in regions like CSV ...
1
vote
1
answer
799
views
TF-IDF for 400,000+ unique words in corpus?
I have a corpus with over 400,000 unique words. I would like to build a TF-IDF matrix for this corpus.
I have tried doing this on my laptop (16GB RAM) and Google Colab, but am unable to do so due to ...
- 149
0
votes
0
answers
99
views
How to schedule importing data files from SFTP server located on compute engine instance into BigQuery?
What I want to achieve:
Transfer hourly coming data files onto a SFTP file server located on a compute engine VM from several different feeds into Bigquery with real-time updates effectively & ...
- 133
1
vote
2
answers
78
views
How can I create a VM instance with GPUs on Google Cloud Platform?
How can I create a VM instance with GPUs on Google Cloud Platform?
When I go to https://console.cloud.google.com/compute -> CREATE INSTANCE, I only see CPUs and no GPUs, as shown in the video below....
- 5,640