Performing combined convolution and selection operations by single function

A combined function specified by the instruction is executed. The combined function includes a plurality of operations performed as part of a call of the combined function. Executing the combined function includes performing a convolution using a first tensor and a second tensor to obtain one or mor...

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Hauptverfasser: GOPALAKRISHNAN KAILASH, SHUKLA SAURABH, SRINIVASAN VIDYA, VENKATARAMANI SWAGATH, LICHTNER CHRISTIAN
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:A combined function specified by the instruction is executed. The combined function includes a plurality of operations performed as part of a call of the combined function. Executing the combined function includes performing a convolution using a first tensor and a second tensor to obtain one or more intermediate results, wherein the second tensor includes an adjusted weight tensor created using a plurality of multipliers. The values of the bias tensor are added to the one or more intermediate results to obtain one or more combined function results of the combined function. 执行由指令指定的组合函数。组合函数包括作为该组合函数的一个调用的一部分而执行的多个操作。执行组合函数包括使用第一张量和第二张量执行卷积以获得一个或多个中间结果,其中第二张量包括使用多个乘数创建的经调整的权重张量。将偏置张量的值相加到一个或多个中间结果以获得组合函数的一个或多个组合函数结果。