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lines changed Original file line number Diff line number Diff line change @@ -57,7 +57,7 @@ the right tool for the job. Examples for such environments include:
5757 Multiprocessing is an alternative, but not as scalable and has significant
5858 shortcomings. C++ has no such constraints and threads are easy to use and
5959 create. Models requiring heavy parallelization, like those used in `Deep
60- Neuroevolution <https://eng .uber.com/deep-neuroevolution/> `_, can benefit from
60+ Neuroevolution <https://www .uber.com/blog /deep-neuroevolution/> `_, can benefit from
6161 this.
6262- **Existing C++ Codebases **: You may be the owner of an existing C++
6363 application doing anything from serving web pages in a backend server to
@@ -662,7 +662,7 @@ Defining the DCGAN Modules
662662We now have the necessary background and introduction to define the modules for
663663the machine learning task we want to solve in this post. To recap: our task is
664664to generate images of digits from the ` MNIST dataset
665- < http ://yann.lecun.com/exdb/mnist/ > ` _. We want to use a ` generative adversarial
665+ < https ://huggingface.co/datasets/ylecun/mnist > ` _. We want to use a ` generative adversarial
666666network (GAN)
667667< https://papers.nips.cc/paper/5423-generative-adversarial-nets.pdf> ` _ to solve
668668this task. In particular, we'll use a ` DCGAN architecture
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