MACHINE LEARNING PROGRAM, MACHINE LEARNING METHOD AND MACHINE LEARNING DEVICE

• Main Authors: ASAOKA MASAHIRO, TABARU TSUGUCHIKA
• Format: Patent
• Language: English; Japanese
• Published: 20.06.2024
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; PHYSICS

To provide a machine learning program, a machine learning method, and a machine learning device that improve the learning efficiency of machine learning.SOLUTION: A machine learning program causes a computer to execute processing of causing each of multiple machine learning processes to execute separate machine learning by the same machine learning model, storing data after execution of first processing in each machine learning process in a shared memory accessible by each machine learning process, and causing the second machine learning process other than the first machine learning process in the multiple machine learning processes to execute the second processing related to the first machine learning process on the basis of the first data after execution of the first processing related to the first machine learning process stored in the shared memory when an abnormality occurs during execution of the second processing which is executed after the first processing in the first machine learning process in the machine learning processes.SELECTED DRAWING: Figure 4 【課題】機械学習の学習効率を向上させる機械学習プログラム、機械学習方法及び機械学習装置を提供する。【解決手段】同じ機械学習モデルによる個別の機械学習を、複数の機械学習プロセスそれぞれに実行させ、機械学習プロセスのそれぞれにおける第１処理の実行後のデータを機械学習プロセスのそれぞれがアクセス可能な共有メモリに記憶させ、機械学習プロセスのうちの第１の機械学習プロセスにおいて第１処理より後に実行される第２処理の実行時に異常が生じた場合、共有メモリに記憶された、第１の機械学習プロセスに関する第１処理の実行後の第１のデータを基に、複数の機械学習プロセスのうちの第１の機械学習プロセス以外の第２の機械学習プロセスに、第１の機械学習プロセスに関する第２処理を実行させる処理をコンピュータに実行させる。【選択図】図４