Linear Layer Example in Hindi | Make Your Own PyTorch #30
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Linear Layer Example in Hindi | Make Your Own PyTorch #30
8 просмотров · 9 дн. назад
Byte यंत्र
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8 просмотров · 9 дн. назад
How does a Linear layer actually work inside a neural network? 🧠 Let's understand it with a practical example in Hindi!
In Episode 30 of Make Your Own PyTorch, we explore a Linear layer example and see how input values flow through a neural network.
We break down how weights and bias transform input features into output features, making the Linear layer easier to understand before diving deeper into implementation.
In this video, you'll learn:
How a Linear layer processes input data
How input features connect to output features
How weights and bias affect the output
How matrix multiplication works inside a Linear layer
How a Linear layer transforms tensor shapes
How Linear layers fit into a neural network
A practical numerical example of Linear layer computation
This is Episode 30 of Make Your Own PyTorch, where we build a PyTorch-like Tensor library from scratch using JavaScript and understand the internal mechanics of deep learning frameworks.
Follow along as we build our own PyTorch-style library, one concept at a time!
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