{ "

Configurable Optimizer

\n": "

\u8a2d\u5b9a\u53ef\u80fd\u306a\u30aa\u30d7\u30c6\u30a3\u30de\u30a4\u30b6\u30fc

\n", "

\n

Optimizer Configurations

\n": "

\n

\u30aa\u30d7\u30c6\u30a3\u30de\u30a4\u30b6\u30fc\u69cb\u6210

\n", "

Beta values _^_0_^_ for Adam

\n": "

_^_0_^_\u30a2\u30c0\u30e0\u306e\u30d9\u30fc\u30bf\u5024

\n", "

Epsilon _^_0_^_ for adam

\n": "

\u30a4\u30d7\u30b7\u30ed\u30f3\u30fb\u30d5\u30a9\u30fc\u30fb\u30a2\u30c0\u30e0 _^_0_^_

\n", "

Learning rate _^_0_^_

\n": "

\u5b66\u7fd2\u7387 _^_0_^_

\n", "

Model embedding size for Noam optimizer

\n": "

Noam \u30aa\u30d7\u30c6\u30a3\u30de\u30a4\u30b6\u30fc\u306e\u30e2\u30c7\u30eb\u57cb\u3081\u8fbc\u307f\u30b5\u30a4\u30ba

\n", "

Momentum for SGD

\n": "

\u30b7\u30f3\u30ac\u30dd\u30fc\u30eb\u30c9\u30eb\u306e\u30e2\u30e1\u30f3\u30bf\u30e0

\n", "

Number of warmup optimizer steps

\n": "

\u30a6\u30a9\u30fc\u30e0\u30a2\u30c3\u30d7\u30aa\u30d7\u30c6\u30a3\u30de\u30a4\u30b6\u30fc\u306e\u30b9\u30c6\u30c3\u30d7\u6570

\n", "

Optimizer

\n": "

\u30aa\u30d7\u30c6\u30a3\u30de\u30a4\u30b6\u30fc

\n", "

Parameters to be optimized

\n": "

\u6700\u9069\u5316\u3059\u308b\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc

\n", "

Total number of optimizer steps (for cosine decay)

\n": "

\u30aa\u30d7\u30c6\u30a3\u30de\u30a4\u30b6\u30b9\u30c6\u30c3\u30d7\u306e\u7dcf\u6570 (\u30b3\u30b5\u30a4\u30f3\u6e1b\u8870\u7528)

\n", "

Weight decay

\n": "

\u4f53\u91cd\u6e1b\u5c11

\n", "

Whether the adam update is optimized (different epsilon)

\n": "

adam\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u304c\u6700\u9069\u5316\u3055\u308c\u3066\u3044\u308b\u304b\u3069\u3046\u304b (\u30a4\u30d7\u30b7\u30ed\u30f3\u304c\u7570\u306a\u308b)

\n", "

Whether to degenerate to SGD in AdaBelief

\n": "

AdabElief \u3067 SGD \u306b\u7e2e\u9000\u3055\u305b\u308b\u304b\u3069\u3046\u304b

\n", "

Whether to use AMSGrad

\n": "

\u30a2\u30e0\u30b9\u30b0\u30e9\u30fc\u30c9\u3092\u4f7f\u7528\u3059\u308b\u304b\u3069\u3046\u304b

\n", "

Whether to use Rectified Adam in AdaBelief

\n": "

AdabElief \u3067\u30ec\u30af\u30c6\u30a3\u30d5\u30a1\u30a4\u30c9\u30a2\u30c0\u30e0\u3092\u4f7f\u7528\u3059\u308b\u304b\u3069\u3046\u304b

\n", "

Whether weight decay is absolute or should be multiplied by learning rate

\n": "

\u6e1b\u91cf\u304c\u7d76\u5bfe\u4f53\u91cd\u306a\u306e\u304b\u3001\u305d\u308c\u3068\u3082\u5b66\u7fd2\u7387\u3067\u639b\u3051\u308b\u3079\u304d\u306a\u306e\u304b

\n", "

Whether weight decay is decoupled; i.e. weight decay is not added to gradients

\n": "

\u91cd\u307f\u6e1b\u8870\u304c\u5207\u308a\u96e2\u3055\u308c\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u3001\u3064\u307e\u308a\u91cd\u307f\u6e1b\u8870\u304c\u52fe\u914d\u306b\u52a0\u3048\u3089\u308c\u306a\u3044\u304b\u3069\u3046\u304b

\n", "Configurable optimizer module": "\u8a2d\u5b9a\u53ef\u80fd\u306a\u30aa\u30d7\u30c6\u30a3\u30de\u30a4\u30b6\u30e2\u30b8\u30e5\u30fc\u30eb", "This implements a configurable module for optimizers.": "\u3053\u308c\u306b\u3088\u308a\u3001\u30aa\u30d7\u30c6\u30a3\u30de\u30a4\u30b6\u30fc\u7528\u306e\u8a2d\u5b9a\u53ef\u80fd\u306a\u30e2\u30b8\u30e5\u30fc\u30eb\u304c\u5b9f\u88c5\u3055\u308c\u307e\u3059\u3002" }