aiplatform.sh

export IMAGE_URI=gcr.io/pj-kg-kpi/twitter_ai_platform
docker build -f Dockerfile -t $IMAGE_URI ./
docker push $IMAGE_URI
export MODEL_DIR=twitter_model_$(date +%Y%m%d_%H%M%S)
export REGION=us-central1
export JOB_NAME=twitter_search_training_$(date +%Y%m%d_%H%M%S)
gcloud ai-platform jobs submit training $JOB_NAME \
  --region $REGION \
  --master-image-uri $IMAGE_URI \
  --scale-tier BASIC_GPU \
  --python-version 3.7 \
  -- \
  --job-dir=gs://kg-kpi-ai-platform-test/$MODEL_DIR \
  --epochs=1 --batch_size 8