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lab_10_5 dropout about deeplearningzerotoall HOT 3 CLOSED

cjr0106 avatar cjr0106 commented on June 1, 2024
lab_10_5 dropout

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kkweon avatar kkweon commented on June 1, 2024

The keep_prob is a hyperparameter, meaning you have to find the best value and store into that variable.

tf.placeholder is simply a variable.
There is no such thing as 0.7 being the default parameter.
Later in the same file, you can see we're setting 0.7 to that placeholder in fact.

    for i in range(total_batch):
        batch_xs, batch_ys = mnist.train.next_batch(batch_size)

        # Set keep_prob to 0.7
        feed_dict = {X: batch_xs, Y: batch_ys, keep_prob: 0.7}

        c, _ = sess.run([cost, optimizer], feed_dict=feed_dict)
        avg_cost += c / total_batch

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cjr0106 avatar cjr0106 commented on June 1, 2024

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github-actions avatar github-actions commented on June 1, 2024

Stale issue message

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