https://github.com/izhangzhihao/serverless-tensorflow

Running TensorFlow on AWS Lambda
https://github.com/izhangzhihao/serverless-tensorflow

aws-lambda serverless tensorflow

Last synced: 15 days ago
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Running TensorFlow on AWS Lambda

• Host: GitHub
• URL: https://github.com/izhangzhihao/serverless-tensorflow
• Owner: izhangzhihao
• License: apache-2.0
• Created: 2020-03-15T08:10:53.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2022-02-11T04:10:06.000Z (almost 3 years ago)
• Last Synced: 2024-10-14T00:26:37.710Z (about 1 month ago)
• Topics: aws-lambda, serverless, tensorflow
• Language: Python
• Size: 3.49 MB
• Stars: 3
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Serverless-TensorFlow

Running TensorFlow on AWS Lambda(from this [blog](https://medium.com/@mike.p.moritz/running-tensorflow-on-aws-lambda-using-serverless-5acf20e00033) and this [blog](https://tech.unifa-e.com/entry/2019/09/17/085400))

## Build & run

```shell script

npm install -g serverless

```

To deploy you will need an AWS account and your credentials properly configured. For details see the [docs](https://serverless.com/framework/docs/providers/aws/guide/credentials/).

```shell script

export AWS_ACCESS_KEY_ID=

export AWS_SECRET_ACCESS_KEY=

serverless plugin install -n serverless-python-requirements

serverless deploy -v

serverless invoke local -f hello_world -l

```