TensorFlow serving遠程訪問引擎的容器部署

TensorFlow Serving是經過rpc接口遠程訪問tensorflow引擎的服務器。

• TensorFlow Serving文檔 https://tensorflow.github.io/serving/architecture_overview

TensorFlow Serving能夠經過容器啓動，方法以下：

docker run --name tfserver --restart always tensorflow/tf_grpc_server:0.8.0 \
    --cluster_spec="worker|localhost:2220;localhost:2221,ps|localhost:3220;localhost:3221" \
    --job_name=worker --task_id=0

• 詳細的TensorFlow Serving容器構建方法參考： https://github.com/openthings/serving/blob/master/tensorflow_serving/g3doc/setup.md

• 在分佈式環境中運行TensorFlow的詳細指南： https://www.tensorflow.org/how_tos/distributed/#distributed-tensorflow