如 何 落 地TensorFlow on Kubernetes王 涛 vivo互 联 网Agenda Distributed TensorFlow Why TensorFlow on Kubernetes How TensorFlow on Kubernetes Deploy Architecture Step By Step The Major Problems I Have Encountered Todo ListOutrageously large modelsImproving accuracy with up to 68 billion parameters https:/www.cs.toronto.edu/hinton/absps/Outrageously.pdfDistributed TensorFlowDerek Murray TensorFlow DEV SUMMIT 2017 Distributed TensorFlow https:/ 0 3 &v=la_M6 bCV9 1 MDistributed TensorFlow ModelIn-graph ReplicationBetween-graph ReplicationAsync/Sync Training