DarrenXf的专栏

安装torchvisionpip install torchvisionpython3 use pip3pip3 install torchvisionchange originpip3 install -i https://pypi.tuna.tsinghua.edu.cn/simple --upgrade torchvision

下面是我机器中的cpu和gpu型号31.4 GiBIntel® Core™ i7-8700K CPU @ 3.70GHz × 12 GeForce GTX 1080 Ti/PCIe/SSE264-bit代码会在下面给出先看下整体的输出效果 对比了float32 float64 分别用numpy,torch cpu 以及torch gpu 运算矩阵相乘运行1000次 方阵大小1-50...

数据集这个数据集是一个很小的imagenet的子集.下载链接https://download.pytorch.org/tutorial/hymenoptera_data.zip下载下来以后unzip hymenoptera_data.zip文件夹结构./data/hymenoptera_data/ ->train/ ...

涉及的论文Neural Conversational Model https://arxiv.org/abs/1506.05869Luong attention mechanism(s) https://arxiv.org/abs/1508.04025Sutskever et al. https://arxiv.org/abs/1409.3215GRU Cho et al. https:/...

涉及的论文GANhttps://papers.nips.cc/paper/5423-generative-adversarial-nets.pdfDCGANhttps://arxiv.org/pdf/1511.06434.pdf测试用的数据集Celeb-A Faces数据集网站:http://mmlab.ie.cuhk.edu.hk/projects/CelebA.html下载...

涉及的论文spatial transformer networks in the DeepMind paper <https://arxiv.org/abs/15 06.02025>转换对比step lossstep accgithub:https://github.com/darr/spatial_transformer_networks...

papersThe Unreasonable Effectiveness of Recurrent Neural Networkshttps://karpathy.github.io/2015/05/21/rnn-effectiveness/Understanding LSTM Networkshttps://colah.github.io/posts/2015-08-Understan...

papersThe Unreasonable Effectiveness of Recurrent Neural Networkshttps://karpathy.github.io/2015/05/21/rnn-effectiveness/Understanding LSTM Networkshttps://colah.github.io/posts/2015-08-Understan...

implement OpenAI gptpapersGaussian Error Linear Unitstranslate to chineseAttention Is All You Needtranslate to chineseImproving Language Understanding by Generative Pre-Trainingtranslate to chi...