{ "
This trains a small model on CIFAR 10 to test how much distillation benefits.
\n": "\u3053\u308c\u306b\u3088\u308a\u3001CIFAR 10\u306e\u5c0f\u578b\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3057\u3066\u3001\u84b8\u7559\u306b\u3069\u308c\u3060\u3051\u306e\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308b\u304b\u3092\u30c6\u30b9\u30c8\u3057\u307e\u3059\u3002
\n", "We use _^_0_^_ which defines all the dataset related configurations, optimizer, and a training loop.
\n": "\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u95a2\u9023\u3059\u308b\u3059\u3079\u3066\u306e\u69cb\u6210\u3001\u30aa\u30d7\u30c6\u30a3\u30de\u30a4\u30b6\u30fc\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30eb\u30fc\u30d7\u3092\u5b9a\u7fa9\u3059\u308b\u3082\u306e\u3092\u4f7f\u7528\u3057\u3066\u3044\u307e\u3059_^_0_^_\u3002
\n", "This derives from the generic VGG style architecture.
\n": "\n": "\n", "
Create a convolution layer and the activations
\n": "\u30b3\u30f3\u30dc\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u30ec\u30a4\u30e4\u30fc\u3068\u30a2\u30af\u30c6\u30a3\u30d9\u30fc\u30b7\u30e7\u30f3\u306e\u4f5c\u6210
\n", "Batch normalization
\n": "\u30d0\u30c3\u30c1\u6b63\u898f\u5316
\n", "Convolution layer
\n": "\u30b3\u30f3\u30dc\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u30ec\u30a4\u30e4\u30fc
\n", "Create a model with given convolution sizes (channels)
\n": "\u4e0e\u3048\u3089\u308c\u305f\u7573\u307f\u8fbc\u307f\u30b5\u30a4\u30ba (\u30c1\u30e3\u30cd\u30eb) \u3067\u30e2\u30c7\u30eb\u3092\u4f5c\u6210
\n", "Create configurations
\n": "\u69cb\u6210\u306e\u4f5c\u6210
\n", "Create experiment
\n": "\u5b9f\u9a13\u3092\u4f5c\u6210
\n", "Load configurations
\n": "\u69cb\u6210\u3092\u30ed\u30fc\u30c9
\n", "Print number of parameters in the model
\n": "\u30e2\u30c7\u30eb\u5185\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u6570\u3092\u51fa\u529b\u3057\u307e\u3059
\n", "ReLU activation
\n": "ReLU \u30a2\u30af\u30c6\u30a3\u30d9\u30fc\u30b7\u30e7\u30f3
\n", "Set model for saving/loading
\n": "\u4fdd\u5b58/\u8aad\u307f\u8fbc\u307f\u7528\u306e\u30e2\u30c7\u30eb\u3092\u8a2d\u5b9a
\n", "Start the experiment and run the training loop
\n": "\u5b9f\u9a13\u3092\u958b\u59cb\u3057\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30eb\u30fc\u30d7\u3092\u5b9f\u884c\u3057\u307e\u3059
\n", "Train a small model on CIFAR 10": "CIFAR 10 \u3067\u5c0f\u578b\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3057\u3088\u3046", "Train a small model on CIFAR 10 to test how much distillation benefits.": "CIFAR 10\u3067\u5c0f\u578b\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3057\u3066\u3001\u84b8\u7559\u306b\u3069\u308c\u3060\u3051\u306e\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308b\u304b\u3092\u30c6\u30b9\u30c8\u3057\u307e\u3059\u3002" }