dilation原文解释如下: controls the spacing between the kernel points; also known as the à trous algorithm. It is harder to describe, but this link_ has a nice visualization of what :attr:dilation doe... 卷积与解卷积详解:tf中conv2d和conv2d_transpose详解 ...
Adam算法(Adaptive Moment Estimation Algorithm)[Kingma et al., 2015]可以看作动量法和 RMSprop 算法的结合,不但使用动量作为参数更新方向,而且可以自适应调整学习率。 【深度学习实验】网络优化与正则化(三):随机梯度下降的改进——Adam算法详解(Adam≈梯度方向优化Momentum+自适应学习率RMSprop) 四、参数初始化 ...
python neural-network numpy gradient-descent l2-regularization softmax fully-connected-network sigmoid tanh he-initializer xavier-initializer leaky-relu adam-optimizer mini-batch-gradient-descent relu deep-neural-network l-layer-neural-network weights-initialization momentum-optimization-algorithm drop-out-laye...