TensorFlow:
Yo yo yo, I'm the TensorFlow beast,
In the world of AI, I'm the cream of the feast.
Fast as lightning, models easy to define,
When it comes to deep learning, you know it's my time to shine.
I've got the graph mode, scalable and sleek,
In the land of big data, I'm the king you seek.
With TensorBoard, I visualize the flow,
Neural nets in my court, they put on a show.
PyTorch:
Hold up, TensorFlow, I'm PyTorch, the name,
In the world of AI, I've got my own fame.
Eager execution, that's how I roll,
Debugging's a breeze, I'm in total control.
Fast and efficient, with dynamic flair,
In research and deployment, I'm always there.
With my autograd, gradients are fine,
Building models with me, is truly divine.
Tinygrad:
Yo, yo, here comes Tinygrad, lean and mean,
In this heavyweight bout, I'm the lightweight dream.
Not as fast as you giants, that's true,
But my code's so slim, I do what you do.
Millions of lines? Nah, that's not my game,
In under 10 K of lines, and I'm staking my claim.
Lazy operator fusion, speed's my potential,
Implementing new backends, it's truly essential.
TensorFlow:
Yeah, you got your points, but I'm the industry’s pride,
In production, it's me they trust to ride.
From mobile to cloud, I'm everywhere you see,
The versatility of TensorFlow, it sets me free.
PyTorch:
I hear you, TensorFlow, but research is my home,
Academia loves me, in the labs I roam.
Fast training cycles, prototyping's a breeze,
When it comes to innovation, I do as I please.
Tinygrad:
I may be small, but I pack a punch,
For those who love simplicity, I'm the one they crunch.
Future's bright, with optimizations in store,
Tiny but mighty, I'll settle the score.
[All Together]:
So here's the rap, from frameworks three,
Each with its strengths, each with its spree.
From giants to lean, the choices abound,
In the world of AI, all of us are crowned.
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