DROPOUT in English translation

• dropout

Examples of using Dropout in Chinese and their translations into English

的dropout率表明其在绝大多数场景中依然高效(Kim,2014)。
A dropout rate of 0.5 has been shown to be effective in most scenarios(Kim, 2014).

该公司绿色照明“TheDropout”是一部关于Theranos首席执行官ElizabethHolmes兴衰的限量系列。
The company greenlit“The Dropout,” a limited series about rise and fall of Theranos CEO Elizabeth Holmes.

请注意，你应始终使用20％到50％之间的dropout。
Note that you should always use a dropout rate between 20% and 50%.

这些惊人的成功主要基于反向传播和dropout算法，使用分段线性单元[17，8，9]，具有特别表现良好的梯度。
These striking successes have primarily been based on the backpropagation and dropout algorithms, using piecewise linear units[18-20] which have a particularly well-behaved gradient.

Dropout层首先通过它们在卷积神经网络中的应用而得到普及，但自那以后也被应用到了其它层上，包括输入嵌入或循环网络。
Dropout layers first gained popularity through their use in CNNs, but have since been applied to other layers, including input embeddings or recurrent networks.

让机器学习模型更稳定的传统技术，比如与权重衰减（weightdecay）和dropout，通常不会对“对抗样本”造成实际的防御。
Traditional techniques for making machine learning models more robust, such as weight decay and dropout, generally do not provide a practical defense against adversarial examples.

图3：采用dropout的DenseNet-100训练100个epoch之后的准确率（橙色曲线）和采用SDR的DenseNet-100训练100个epoch的准确率（蓝色曲线）。
Figure 3: Training accuracy over the course of 100 epochs for DenseNet-100 with dropout(shown in orange) and DenseNet-100 with SDR(shown in blue).

还使用了Dropout来减少过拟合。
Dropout was added to reduce overfitting.

Dropout是一个解决办法。
Dropout is one of the solutions.

Dropout是正规化的技术。
Dropout is a regularization technique.

InvertedDropout和其他正则化.
Inverted Dropout and other regularizers.

Dropout是正规化的技术。
Dropout is a technique of regularization.

Dropout对模型的性能影响不大。
Dropout has little effect on the model performance.

Dropout是一种正则化技术.
Dropout is a technique of regularization.

Dropout是一种正则化技术.
Dropout is a regularization technique.

使用dropout或者L2正则化。
Both dropout and L2 regularization were considered.

Rate:float，丢弃概率（与Dropout相同）。
P: float, drop probability(as with Dropout).

Dropout就是一种解决此问题的技术。
Dropout is a technique for addressing this problem.

而是，在dropout中，我们改变了网络本身。
Instead, in dropout we modify the network itself.

而是，在dropout中，我们改变了网络本身。
Dropout on the other hand, modify the network itself.