Docker overlay2 files missing empty after restart (Ubuntu 14.04)

I am running docker version 17.09.0-ce on Ubuntu 14.04. Recently the server got shutdown due to power outrage and after restarting the container files are missing. I get a error as
“Error response from daemon: stat /var/lib/docker/overlay2/45a12e7da38cfd47a746977ea14664c9f4d94c2758726b9390df4d99732378bb: no such file or directory”. I can see the volumes are indeed present under /var/lib/docker/volumes/ and the containers are present under /var/lib/docker/containers/. Is there any way to recover this?

Here is the docker info:
Containers: 3
Running: 0
Paused: 0
Stopped: 3
Images: 4
Server Version: 17.09.0-ce
Storage Driver: overlay2
Backing Filesystem: extfs
Supports d_type: true
Native Overlay Diff: false
Logging Driver: json-file
Cgroup Driver: cgroupfs
Volume: local
Network: bridge host macvlan null overlay
Log: awslogs fluentd gcplogs gelf journald json-file logentries splunk syslog
Swarm: inactive
Runtimes: runc
Default Runtime: runc
Init Binary: docker-init
containerd version: 06b9cb35161009dcb7123345749fef02f7cea8e0
runc version: 3f2f8b84a77f73d38244dd690525642a72156c64
init version: 949e6fa
Security Options:
Kernel Version: 4.4.0-31-generic
Operating System: Ubuntu 14.04.5 LTS
OSType: linux
Architecture: x86_64
CPUs: 2
Total Memory: 7.638GiB
Name: phoenix-OptiPlex-780
Docker Root Dir: /var/lib/docker
Debug Mode (client): false
Debug Mode (server): false
No Proxy:
Experimental: false
Insecure Registries:
Live Restore Enabled: false

WARNING: No swap limit support