Detect Vanishing Gradients
Beginner
Report whether a gradient is vanishing: its Euclidean norm is strictly smaller than threshold.
Implement solve(grad, threshold).
Returns. Return a Python bool.
Examples
Example 1
Input:
solve([0.03, 0.04], 0.1)
Output:
True
Example 2
Input:
solve([0.3, 0.4], 0.1)
Output:
False
Example 3
Input:
solve([0.06, 0.08], 0.1)
Output:
False
Keywords
problemsetdl-training-theorygradient-stability
Python
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