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Suppose we apply a softmax classifier for a classification problem with 1 0 possible output categories. What is the shape of the gradient delta z

Suppose we apply a softmax classifier for a classification problem with 10 possible output categories. What is the shape of the gradient delta z (softmax)z)?
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9 x 9
10 x 11

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