Why Neural Net weights need random initialization?

Initializing parameters not to zero but randomly turns out to be very important for training Neural Network. Initializing to zero would not work for gradient decent because: Consider a Neural Network…

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REBIRTH

Travel light

Snip snip snippety snip
Don’t hold your breath

Let them cut away. There will be no pain; But people will see, you lost something

But the gain won’t be noticed.

Hair is the biggest statement of all
An indicator of change
A radical rediscovery
The shape of your head as it was intended
Maybe a few brain cells here and there shifted their home.
Maybe you grew up a little.

The anger and defiance of youth, the new Bob or the refashioning of tastes in adolescence is known.
This is different. This is difficult. It’s a scissoring away of identities.
A refusal to bow to suffering but embrace it.
An emphasis on me as me. And nothing more on the offering that is pleasing for the world to see.
Mostly it’s a sign of recognition.
~
Arrival.

Don’t hold your breath for change will happen
The most fearful and difficult journeys
Are taken alone.
The sadness is washed away
You emerge stronger.
You do unimaginable things
You also make mistakes
Fall down
Be imperfect
The cracks on your soul are beautiful
The wounds on your hands tell
How many times you tried to help someone and got hurt.
Your face is a map for people
To look for their lost treasure, so that they can trust you,
We met before souls were sent to inhabit the earth
Our love was not newly born here.
So when we roam the mazes,
And find each other — similar souls
Our eyes shouldn’t forget to recognize.
That we always would have been around.
For we gave our word to the maker.
Send us to our homes on earth, and when we are done learning, take us back home.
Together.

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