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CelebFaces Attributes Dataset (CelebA) is a large-scale face attributes dataset with more than 200K celebrity images, each with 40 attribute annotations. It has substantial pose variations and background clutter.

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pytorch-cifar - 95.16% on CIFAR10 with PyTorch #opensource. Pytorch-C++ is a simple C++ 11 library which provides a Pytorch-like interface for building neural networks and inference (so far only forward pass is supported).

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torchvision.models contains several pretrained CNNs (e.g AlexNet, VGG, ResNet). However, it seems that when input image size is small such as CIFAR-10, the above model can not be used. Should i implement it myself? Or, Does PyTorch offer pretrained CNN with CIFAR-10?

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Mar 07, 2017 · Titan X, P100: For models like ResNet and InceptionV3, placing variables on the CPU. But for models with a lot of variables like AlexNet and VGG, using GPUs with NCCL is better. Place variables on GPU devices. We can place variables on GPU devices similar to CPU. The major difference is that we may have 1 CPU but many GPUs.

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The following are 30 code examples for showing how to use torchvision.models.vgg19().These examples are extracted from open source projects. You can vote up the ones you like or vote down the ones you don't like, and go to the original project or source file by following the links above each example.

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PyTorchの場合は,学習時と推論時で各モードを設定する必要があります。 また,知らないと結構ハマってしまうポイントだったりしますが,PyTorchではGPUを使用する場合は明示的に指定しなければいけません。 テスト用の関数の定義. テスト用の関数を定義し ...

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