Our team also faced the similar problem. We are using the following version of Docker.
Client: Version: 17.03.1-ce API version: 1.27 Go version: go1.7.5 Git commit: c6d412e Built: Mon Mar 27 17:14:09 2017 OS/Arch: linux/amd64 Server: Version: 17.03.1-ce API version: 1.27 (minimum version 1.12) Go version: go1.7.5 Git commit: c6d412e Built: Mon Mar 27 17:14:09 2017 OS/Arch: linux/amd64 Experimental: false