INFORMATION PROCESSOR, METHOD FOR PROCESSING INFORMATION, INFORMATION PROCESSING PROGRAM, SOFTWARE CREATION DEVICE, METHOD FOR CREATING SOFTWARE, AND SOFTWARE CREATION PROGRAM
To reduce the time of processing for neural network processing.SOLUTION: An information processor has a processor and a memory. The processor executes neural network processing including convolution processing of generating plural pieces of intermediate data by performing a product-sum operation on...
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| Zusammenfassung: | To reduce the time of processing for neural network processing.SOLUTION: An information processor has a processor and a memory. The processor executes neural network processing including convolution processing of generating plural pieces of intermediate data by performing a product-sum operation on between plural pieces of input data and plural pieces of weight data and activation function processing of generating plural pieces of output data by calculating the value of a predetermined function with the plural pieces of intermediate data as input. The processor executes the activation function processing in loop processing of the convolution processing.SELECTED DRAWING: Figure 5
【課題】ニューラルネットワーク処理の処理時間を短縮する。【解決手段】情報処理装置は、プロセッサとメモリとを有する。プロセッサは、複数の入力データと複数の重みデータの間の積和演算を行って複数の中間データを生成する畳み込み処理と、複数の中間データを入力とする所定の関数の値を計算して複数の出力データを生成する活性化関数処理と、を含むニューラルネットワーク処理を実行する。プロセッサは、活性化関数処理を、畳み込み処理のループ処理内で実行する。【選択図】図５ |
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