CN111357014A - 一种ai模型的开发方法及装置 - Google Patents

一种ai模型的开发方法及装置 Download PDF

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CN111357014A
CN111357014A CN201880074664.9A CN201880074664A CN111357014A CN 111357014 A CN111357014 A CN 111357014A CN 201880074664 A CN201880074664 A CN 201880074664A CN 111357014 A CN111357014 A CN 111357014A
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CN111357014B (zh
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于超
谢淼
许翔
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Huawei Technologies Co Ltd
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Abstract

本申请实施例公开了一种AI模型的开发方法及装置，涉及AI技术领域，可以在较低的成本下，开发出符合终端的运行环境以及性能要求的AI模型。具体方案为：开发平台获取待生成的AI模型的平台指示信息、业务指示信息和参数要求信息；从算子数据库中选择出与运行平台对应且用于执行第一业务的多个可用算子；从多个可用算子中选择算子并完成选择的算子的参数设置，生成第一候选策略；对第一候选策略进行样本训练得到第一候选AI模型；调用运行平台的模拟器组件运行第一候选AI模型执行第一业务处理测试数据，得到第一运行参数；若第一运行参数与参数要求信息匹配，则确定第一候选AI模型为目标AI模型。

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PCT国内申请，说明书已公开。

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  1. PCT国内申请，权利要求书已公开。
CN201880074664.9A 2018-09-19 2018-09-19 一种ai模型的开发方法及装置 Active CN111357014B (zh)

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CN112949061A (zh) * 2021-03-01 2021-06-11 北京清华同衡规划设计研究院有限公司 基于可复用算子的村镇发展模型构建方法和系统
CN113723437A (zh) * 2021-04-02 2021-11-30 荣耀终端有限公司 一种ai模型的自动化训练方法及ai模型训练系统
CN115222025A (zh) * 2021-04-16 2022-10-21 广东高云半导体科技股份有限公司 人工智能模型部署和人工智能运算方法、系统
CN116261729A (zh) * 2020-07-30 2023-06-13 华为技术有限公司 一种神经网络模型构建方法及其设备
WO2023151657A1 (zh) * 2022-02-10 2023-08-17 维沃移动通信有限公司 信息处理方法及通信设备
CN117157626A (zh) * 2021-04-13 2023-12-01 英国电讯有限公司 用于处理器控制设备的算法选择

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CN114444338B (zh) * 2022-04-11 2022-07-01 北京瑞莱智慧科技有限公司 Ai模型组合快速轻量级验证的方法、装置及存储介质
US11815934B1 (en) * 2022-04-21 2023-11-14 Microsoft Technology Licensing, Llc. Coding activity task (CAT) evaluation for source code generators
CN117751563A (zh) * 2022-07-22 2024-03-22 北京小米移动软件有限公司 异构人工智能ai框架的模型交互方法、装置及系统
WO2024168589A1 (en) * 2023-02-15 2024-08-22 Qualcomm Incorporated Image sensor and image signal processor for capturing images in low light environments
CN117908847B (zh) * 2024-01-19 2024-07-05 北京三维天地科技股份有限公司 一种可编程式ai开发平台

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CN116261729A (zh) * 2020-07-30 2023-06-13 华为技术有限公司 一种神经网络模型构建方法及其设备
CN112101529A (zh) * 2020-10-14 2020-12-18 杭州海康威视数字技术股份有限公司 一种用于神经网络模型推理跨平台的部署方法及架构
CN112949061A (zh) * 2021-03-01 2021-06-11 北京清华同衡规划设计研究院有限公司 基于可复用算子的村镇发展模型构建方法和系统
CN112949061B (zh) * 2021-03-01 2023-11-10 北京清华同衡规划设计研究院有限公司 基于可复用算子的村镇发展模型构建方法和系统
CN113723437A (zh) * 2021-04-02 2021-11-30 荣耀终端有限公司 一种ai模型的自动化训练方法及ai模型训练系统
CN117157626A (zh) * 2021-04-13 2023-12-01 英国电讯有限公司 用于处理器控制设备的算法选择
CN115222025A (zh) * 2021-04-16 2022-10-21 广东高云半导体科技股份有限公司 人工智能模型部署和人工智能运算方法、系统
CN115222025B (zh) * 2021-04-16 2024-06-07 广东高云半导体科技股份有限公司 人工智能模型部署和人工智能运算方法、系统
WO2023151657A1 (zh) * 2022-02-10 2023-08-17 维沃移动通信有限公司 信息处理方法及通信设备

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US20220036236A1 (en) 2022-02-03
CN111357014B (zh) 2023-07-11
EP3836021A1 (en) 2021-06-16
EP3836021B1 (en) 2024-05-15
EP3836021A4 (en) 2021-08-25

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