Implement global gradient-norm clipping over a list of tensors

Medium

Optimization & Training Dynamics3 / 5

Chapter 073 / 5

Optimization & Training Dynamics

Implement global gradient-norm clipping over a list of tensors

Medium

Target interface

clip_grad_norm(grads, max_norm)

Implement the function/class skeleton in the editor. Any correct approach is accepted.

Hints0 / 2

Reference solution

Your own code stays in the editor.

solution.pyPython

Local draft

import numpy as np

def clip_grad_norm(grads, max_norm):
    raise NotImplementedError

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Chapter 073 / 5

Optimization & Training Dynamics

Implement global gradient-norm clipping over a list of tensors

Medium

Target interface

clip_grad_norm(grads, max_norm)

Implement the function/class skeleton in the editor. Any correct approach is accepted.

Hints0 / 2

Reference solution

Your own code stays in the editor.