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Quiz · 5 questions

Operations, Math & Automatic Differentiation

Element-wise math, matmul, broadcasting, GradientTape — the engine of training

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Quiz

01What does tf.GradientTape automatically watch by default?
02tape.gradient(loss, weight) returns None. What's the most likely cause?
03What does tf.stop_gradient do?
04For tf.matmul(A, B) what must be true about their shapes?
05Why must you call del tape after using a persistent GradientTape?
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