add readme

OmaymaS · Jul 15, 2022 · 72a599d · 72a599d
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 # fastai - torch examples
 
 ## Local training
 
 TBA
 
 ## GCP training on vertexai
 
 ### 1- Build image
 ```
 IMAGE_NAME='{trainer_image_tagging}'
 IMAGE_TAG='vertexai_train_job'
 PROJECT_ID='{valid_gcp_project_name}}'
 IMAGE_URI=gcr.io/$PROJECT_ID/$IMAGE_NAME:$IMAGE_TAG
 TRAINING_APP_FOLDER=train_job_image
 
 gcloud builds submit --tag $IMAGE_URI $TRAINING_APP_FOLDER
 ```
 
 ## 2- Trigger training job 
 
 To trigger a sample training job use:
 
 ```
 gcloud beta ai custom-jobs create \
 --display-name='trainvertex_job_minimal' \
 --region=europe-west4 \
 --project='{valid_gcp_project_name}}' \
 --config=vertexai_config_test.yml 
 ```