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org: eagle
app: text-captcha
service: text-captcha
frameworkVersion: "3"
useDotenv: true
# Note: We can set region and stag from commandline
# `$ serverless deploy --region us-east-1 --stage production`
provider:
# architecture: arm64
name: aws
region: ${opt:region, 'ap-northeast-1'}
stage: ${opt:stage, 'development'}
runtime: python3.10
logRetentionInDays: 30
ecr:
images:
appimage:
path: ./
functions:
lambda_function:
# handler: handler.lambda_function
image:
name: appimage
timeout: 90
memorySize: 4096
environment:
# On Lambda, the default location is not writable. Only the "/tmp" folder is writable. Therefore, we need to set the cache location inside "/tmp".
TORCH_HOME: /tmp/.ml_cache
# TRANSFORMERS_CACHE: /tmp/.ml_cache/huggingface
custom:
warmup:
MLModelWarmer:
enabled: true
events:
- schedule: rate(4 minutes)
concurrency: ${env:WARMER_CONCURRENCY, 2}
verbose: false
timeout: 100
payload:
source: KEEP_LAMBDA_WARM
plugins:
- serverless-plugin-warmup
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