All Content tagged with TensorFlow on AWS

Hi I deployed my model as endpoint with TensorflowModel container which has requirements.txt to install the following libraries: pandas s3fs I used "s3fs" library to read S3 csv file in input_handl...

I have been working on building a QML model for the classification of an image dataset, which is approximately 194 MB in size. While executing the code on the AWS Braket Jupyter instance, I encountere...

Hi AWS team, I am currently running the Greengrass qualification test. But the TensorFlowLiteImageClassification test item has consistently failed to pass. My OS is Debian on an aarch64 architecture...

How can you deploy a TensorFlow model to an async endpoint in Amazon SageMaker while including an inference.py script?

When I attempt to deploy a model to an endpoint with initial_instance_count=1, it works fine. Attempting to deploy the same model to an endpoint with initial_instance_count=2, however, always results ...

Hi, Is there more documentation/examples for *TensorFlow* on Trn1/Trn1n instances? Documentation at: [https://awsdocs-neuron.readthedocs-hosted.com/en/latest/frameworks/tensorflow/index.html]() ha...

I'm considering launching an instance to work on one of my TensorFlow models since my current PC doesn't perform efficiently. My PC has 32GB of RAM, a 20CPU i7 processor, and an RTX 3050Ti 20GB GPU. I...

Hello everyone! I have this problem, where I'm trying to deploy an emotion recognition model (format: `model.h5`) # keras model But I have tried a couple of ways but it isn't working out for me. I tri...

I have start the docker API for loading of model. Container is running successfully but in browser it is showing --> This site can’t be reached (http://13.189.100.89:8051/v1/models/my_model) refused ...

I trained a deep neural network using sagemaker and deployed the endpoint successfully. But, when trying to get the predictions on test data, i am getting "SSLError: SSL validation failed for https://...

Can a customized DLAMI be used for both GPU and CPU backed instances? When creating GPU compatible AMI using https://aws.amazon.com/releasenotes/aws-deep-learning-ami-ubuntu-18-04/ they don't work on ...

Hi Team, We have trained our Ml model using keras framework (version =2.11.0) which is used for prediction, and we want to run this model on an edge device (linux) so we made use of aws sagemaker edg...