TRAINING MODEL, METHOD OF GENERATING MODEL, AND PROGRAM

TRAINING MODEL, METHOD OF GENERATING MODEL, AND PROGRAM

To enable efficient graph-based computation.SOLUTION: A training device is provided, comprising a graph generation unit configured to generate a graph based on error back propagation paths; an ID allocation unit configured to allocate in identifier to each node in the graph based on the error back p...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: TOKUI SEIYA, IMANISHI AKIFUMI, SEO NAOTOSHI, NISHINO DAISUKE, HIROYUKI VINCENT YAMAZAKI
Format: Patent
Sprache:eng ; jpn
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
PHYSICS
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Beschreibung
Zusammenfassung:To enable efficient graph-based computation.SOLUTION: A training device is provided, comprising a graph generation unit configured to generate a graph based on error back propagation paths; an ID allocation unit configured to allocate in identifier to each node in the graph based on the error back propagation paths; and a back propagation unit configured to perform error back propagation based on the graph and the identifiers.SELECTED DRAWING: Figure 1 【課題】効率的にグラフを用いた演算を行う。【解決手段】訓練装置は、誤差逆伝播の経路に基づいてグラフを生成する、グラフ生成部と、前記グラフにおいて、前記誤差逆伝播の経路に基づいて識別子を各ノードに付与する、ＩＤ付与部と、前記グラフ及び前記識別子に基づいて誤差逆伝播を実行する、逆伝播部と、を備える。【選択図】図１