Laravel ORM many to many relationship

Its Laravel 5.3

Stuck in objects relationships I've some DB models like following

Here Customers can have multiple devices and devices can have multiple events

I want to get all events by customer, following code are my models having relationships defined..

When I try to get events like DeviceEvents::with(['customer'])->get(); it returns nothing but exception.. please help me to solve this ORM..

---

customer (Model: Customer)
========
id | name

function devices = $this->hasMany('App\CustomerDevices');
--------------------------------------------------------------------------------
devices (Model: Devices)
========
id | name

function events = $this->hasMany('App\DeviceEvents');
--------------------------------------------------------------------------------

customer_devices (Model: CustomerDevices)
================
id | customer_id | device_id


function customer = $this->belongsTo('App\Customer');
function device = $this->belongsTo('App\Device');
function events = $this->hasMany('App\DeviceEvents');
--------------------------------------------------------------------------------

event_logs (Model: DeviceEvents)
==========
id | device_id

function device = $this->belongsTo('Securmate\Devices');

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