濯君

一：AlexNet1.使用ReLU加快模型训练2.使用多GPU同时训练模型，加速3.使用response-normalized加强正则化效果4.叠加性池化（overlapping pooling）防止过拟合5.dropout防止过拟合二：VGG1.使用3×3 Filters而不是大尺寸的Filters2.multi-scale training, testing3.模型融合4....

一：代码# -*- coding: utf-8 -*-import numpy as npimport tensorflow as tfimport matplotlib as mplmpl.use('Agg') #设置只保存绘制图片，不以窗口形式显示from matplotlib import pyplot as pltfrom tensorflow.contrib imp...

一：展示如何把TensorFlow的计算图写入日志import tensorflow as tfwith tf.name_scope('input1'): input1 = tf.constant([1.0, 2.0, 3.0], name='input1')with tf.name_scope('input2'): input2 = tf.Variable(tf....

from __future__ import print_functionimport torchimport torch.nn as nnimport torch.nn.functional as Fimport torch.optim as optimfrom torchvision import datasets, transformsimport argparseimport...

from __future__ import print_functionimport torchimport torch.nn as nnimport torch.nn.functional as Fimport torch.optim as optimfrom torchvision import datasets, transformsimport argparseimpor...