OpenCL TensorFlow implementation method and device, electronic equipment and storage medium
The invention provides an implementation method and device of OpenCL TensorFlow, electronic equipment and a storage medium. The method comprises the following steps of: realizing OpenCL Device support of a TensorFlow equipment layer on the basis of an OpenCL programming standard; according to a calc...
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Main Authors | , , , , , , , , |
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Format | Patent |
Language | Chinese English |
Published |
01.11.2022
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Abstract | The invention provides an implementation method and device of OpenCL TensorFlow, electronic equipment and a storage medium. The method comprises the following steps of: realizing OpenCL Device support of a TensorFlow equipment layer on the basis of an OpenCL programming standard; according to a calculation function of a preset kernel in TensorFlow, an OpenCL kernel and an OpenCL operator corresponding to the calculation function are realized based on an OpenCL programming standard; the method comprises the following steps of: realizing an OpenCLEleft-will operator library on the basis of an OpenCL (Open Computing Language) programming standard; carrying out OpenCL standard adaptation on a calculation acceleration library required by the task; an API interface of the first OpenCL calculation acceleration library is used for achieving integrated calling; according to the method, the support of the StreamExecutor on the OpenCL is realized, and the integrated calling of the second OpenCL calculation acceleration |
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AbstractList | The invention provides an implementation method and device of OpenCL TensorFlow, electronic equipment and a storage medium. The method comprises the following steps of: realizing OpenCL Device support of a TensorFlow equipment layer on the basis of an OpenCL programming standard; according to a calculation function of a preset kernel in TensorFlow, an OpenCL kernel and an OpenCL operator corresponding to the calculation function are realized based on an OpenCL programming standard; the method comprises the following steps of: realizing an OpenCLEleft-will operator library on the basis of an OpenCL (Open Computing Language) programming standard; carrying out OpenCL standard adaptation on a calculation acceleration library required by the task; an API interface of the first OpenCL calculation acceleration library is used for achieving integrated calling; according to the method, the support of the StreamExecutor on the OpenCL is realized, and the integrated calling of the second OpenCL calculation acceleration |
Author | SUI YICHENG ZHANG YUZHI SUN YUFEI ZHANG YUZHE SHI CHANGQING CHEN RUI GUO QIANG CHEN YUQIAO CHENG DAGUO |
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DocumentTitleAlternate | OpenCL TensorFlow的实现方法及装置、电子设备和存储介质 |
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Snippet | The invention provides an implementation method and device of OpenCL TensorFlow, electronic equipment and a storage medium. The method comprises the following... |
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SubjectTerms | CALCULATING COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING COUNTING ELECTRIC DIGITAL DATA PROCESSING PHYSICS |
Title | OpenCL TensorFlow implementation method and device, electronic equipment and storage medium |
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