Does packer support "predictable" network interface names (systemd)?

I'm trying to use the vagrant ubuntu/xenial64 box as my source ovf. Works 
fine in vagrant, but ssh is never reachable in packer.

2017/07/11 10:56:04 packer: 2017/07/11 10:56:04 [DEBUG] TCP connection to 
SSH ip/port failed: dial tcp 127.0.0.1:2875: getsockopt: connection refused

packer.json:
{
  "variables": {
    "home": "{{env `HOME`}}"
  },
  "builders": [{
    "type": "virtualbox-ovf",
    "source_path": "{{user 
`home`}}/.vagrant.d/boxes/ubuntu-VAGRANTSLASH-xenial64/20170705.0.0/virtualbox/box.ovf",
    "headless": "true",
    "boot_wait": "10s",
    "ssh_username": "ubuntu",
    "ssh_password": "48a16ff5a87dbd49b28864f6",
    "ssh_wait_timeout": "10m",
    "shutdown_command": "echo 'vagrant' | sudo -S shutdown -h 0",
    "vrdp_bind_address": "0.0.0.0"
  }],
  "provisioners": [{
    "type": "chef-solo",
    "cookbook_paths": ["cookbooks"]
  }],
  "post-processors": [{
    "type": "vagrant",
    "keep_input_artifact": true,
    "output": "box/akm_4.5.3.box"
  }]
}

Packer output:
nicholas@pickle:~/dev/chef-akm$ packer build packer.json 
virtualbox-ovf output will be in this color.

==> virtualbox-ovf: Downloading or copying Guest additions
    virtualbox-ovf: Downloading or copying: 
file:///usr/share/virtualbox/VBoxGuestAdditions.iso
==> virtualbox-ovf: Downloading or copying OVF/OVA
    virtualbox-ovf: Downloading or copying: 
file:///home/nicholas/.vagrant.d/boxes/ubuntu-VAGRANTSLASH-xenial64/20170705.0.0/virtualbox/box.ovf
==> virtualbox-ovf: Importing VM: 
/home/nicholas/.vagrant.d/boxes/ubuntu-VAGRANTSLASH-xenial64/20170705.0.0/virtualbox/box.ovf
==> virtualbox-ovf: Creating forwarded port mapping for communicator (SSH, 
WinRM, etc) (host port 2363)
==> virtualbox-ovf: Starting the virtual machine...
    virtualbox-ovf: The VM will be run headless, without a GUI. If you want 
to
    virtualbox-ovf: view the screen of the VM, connect via VRDP without a 
password to
    virtualbox-ovf: rdp://0.0.0.0:5924
==> virtualbox-ovf: Waiting 1m0s for boot...
==> virtualbox-ovf: Typing the boot command...
==> virtualbox-ovf: Waiting for SSH to become available...
==> virtualbox-ovf: Timeout waiting for SSH.
==> virtualbox-ovf: Unregistering and deleting imported VM...
==> virtualbox-ovf: Deleting output directory...
Build 'virtualbox-ovf' errored: Timeout waiting for SSH.

==> Some builds didn't complete successfully and had errors:
--> virtualbox-ovf: Timeout waiting for SSH.

==> Builds finished but no artifacts were created.


Thanks,
Nick

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