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Implementing Tanh and Its Derivative from Scratch
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In this video, we discuss and implement Tanh activation function and its derivative using PyTorch.
#ai #softwareengineering #programming #stylepoint #tanh
Chapters
0:00 - Intro
0:18 - Discussing Tanh
7:56 - PyTorch's `tensor(inf)`
10:10 - Discussing Tanh (continued)
11:20 - Computing the derivative of Tanh
15:24 - Implementing `forward` method
19:04 - Implementing `backward` method
19:46 - Using `gradcheck` for testing
20:40 - The alternative implementation
23:20 - Outro
#ai #softwareengineering #programming #stylepoint #tanh
Chapters
0:00 - Intro
0:18 - Discussing Tanh
7:56 - PyTorch's `tensor(inf)`
10:10 - Discussing Tanh (continued)
11:20 - Computing the derivative of Tanh
15:24 - Implementing `forward` method
19:04 - Implementing `backward` method
19:46 - Using `gradcheck` for testing
20:40 - The alternative implementation
23:20 - Outro
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