{"categories":["PyTorch","Deep Learning"],"width":"100%","blog_title":"\u4eba\u5de5\u77e5\u80fd\u306b\u95a2\u3059\u308b\u65ad\u5275\u9332","html":"<iframe src=\"https://hatenablog-parts.com/embed?url=https%3A%2F%2Faidiary.hatenablog.com%2Fentry%2F20180205%2F1517832760\" title=\"PyTorch (6) Convolutional Neural Network - \u4eba\u5de5\u77e5\u80fd\u306b\u95a2\u3059\u308b\u65ad\u5275\u9332\" class=\"embed-card embed-blogcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 190px; max-width: 500px; margin: 10px 0px;\"></iframe>","url":"https://aidiary.hatenablog.com/entry/20180205/1517832760","author_name":"aidiary","image_url":"https://cdn-ak.f.st-hatena.com/images/fotolife/a/aidiary/20180205/20180205160944.png","provider_name":"Hatena Blog","provider_url":"https://hatena.blog","blog_url":"https://aidiary.hatenablog.com/","version":"1.0","description":"\u4eca\u56de\u306f\u7573\u307f\u8fbc\u307f\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3002MNIST\u3068CIFAR-10\u3067\u5b9f\u9a13\u3057\u3066\u307f\u305f\u3002 MNIST import numpy as np import torch import torch.nn as nn import torchvision.datasets as dsets import torchvision.transforms as transforms # Hyperparameters num_epochs = 10 batch_size = 100 learning_rate = 0.001 device = torch.device(\"cuda\" if torch.cuda.i\u2026","type":"rich","author_url":"https://blog.hatena.ne.jp/aidiary/","published":"2018-02-05 21:12:40","title":"PyTorch (6) Convolutional Neural Network","height":"190"}