提交 4e169917 编写于 作者: S sunsuodong 提交者: jinguang

!733 modify sig ai

* modify sig ai
上级 25de0b58
{
"Leader": [
{
"gitee_id": "ivss",
"gitee_email": "chaijun@huawei.com"
},
{
"gitee_id": "zhanghaibo5",
"gitee_email": "zhanghaibo5@huawei.com"
}
],
"Committers": [
{
"gitee_id": "zhaizhiqiang",
"gitee_email": "zhaizhiqiang@huawei.com"
},
{
"gitee_id": "sunsuodong",
"gitee_email": "sunsuodong@huawei.com"
},
{
"gitee_id": "zhang_xue_tong",
"gitee_email": "zhangxuetong@huawei.com"
},
{
"gitee_id": "HilbertDavid",
"gitee_email": "lizheng53@huawei.com"
},
{
"gitee_id": "jpc_chenjianping",
"gitee_email": "jpc.chen@huawei.com"
}
]
}
\ No newline at end of file
# SIG_AI # SIG-AI-Framework
English | [简体中文](./sig_dllite_micro_cn.md)
English | [简体中文](./sig_ai_framework_cn.md)
Note: The content of this SIG follows the convention described in OpenHarmony's PMC Management Charter [README](/zh/pmc.md). Note: The content of this SIG follows the convention described in OpenHarmony's PMC Management Charter [README](/zh/pmc.md).
...@@ -7,20 +8,45 @@ Note: The content of this SIG follows the convention described in OpenHarmony's ...@@ -7,20 +8,45 @@ Note: The content of this SIG follows the convention described in OpenHarmony's
### work goals ### work goals
MindSpore Lite is an ultra-fast, intelligent, and simplified AI engine that enables intelligent applications in all scenarios, provides E2E solutions for users, and helps users enable AI capabilities. For more information, please see [MindSpore Lite official website](https://www.mindspore.cn/lite). MindSpore SIG not only needs to provide users with basic training and inference services, more importantly, in order to expand the ecosystem, we need to cooperate with developers and assist them in contributing their code.
### work scope ### work scope
### The repository - Model converter
The MindSpore Lite model converter tool provides the converter of TensorFlow, TensorFlow Lite, Caffe, ONNX to MindSpore Lite model, fusion and quantization could be introduced during convert procedure.
- Training
Support small samples, migration, and incremental training on the device to achieve a personalized AI experience.
- Inference
Load the model and perform inference. Inference is the process of running input data through the model to get output.
- Special AI chip support
Support Special AI chip to connect to MindSpore Lite.
### The repository
- project name: - project name:
- DLLite-micro: https://gitee.com/openharmony-sig/dllite_micro
- MindSpore: https://gitee.com/openharmony-sig/mindspore - MindSpore: https://gitee.com/openharmony-sig/mindspore
- DLLite-micro: https://gitee.com/openharmony-sig/dllite_micro
## SIG Members ## SIG Members
### Leader ### Leader
- @SilenChen(https://gitee.com/silenchen)
- @ivss(https://gitee.com/ivss)
- @zhanghaibo5(https://gitee.com/zhanghaibo5)
### Committers ### Committers
- @ArmyLee0(https://gitee.com/armylee0)
- @zhaizhiqiang(https://gitee.com/zhaizhiqiang)
- @sunsuodong(https://gitee.com/sunsuodong)
- @zhang_xue_tong(https://gitee.com/zhang_xue_tong)
- @HilbertDavid(https://gitee.com/HilbertDavid)
- @jpc_chenjianping(https://gitee.com/jpc_chenjianping)
### Meetings ### Meetings
- Meeting time:Biweek Monday 19:00, UTC+8 - Meeting time:Biweek Monday 19:00, UTC+8
......
# SIG_AI # SIG-AI-Framework
简体中文 | [English](./sig_dllite_micro.md)
简体中文 | [English](./sig_ai_framework.md)
说明:本SIG的内容遵循OpenHarmony的PMC管理章程 [README](/zh/pmc.md)中描述的约定。 说明:本SIG的内容遵循OpenHarmony的PMC管理章程 [README](/zh/pmc.md)中描述的约定。
## SIG组工作目标和范围 ## SIG组工作目标和范围
### 工作目标 ### 工作目标
为了支持AI模型在IoT设备上完成推理功能,使IoT设备具备AI能力,并能够更好的匹配OpenHarmonyOS的各种设备形态,DLLite SIG不仅需要为用户提供基础的推理服务,包括统一的API和完善的功能服务;更重要的是,考虑到生态的发展会衍生出多样化的硬件设备,为了拓展生态,我们需要与设备厂商进行合作,支持三方框架的接入,协助他们贡献他们的代码上库;
MindSpore Lite是一个极速、极智、极简的AI引擎,使能全场景智能应用,为用户提供端到端的解决方案,帮助用户使能AI能力。更多信息,请见[MindSpore Lite官网](https://www.mindspore.cn/lite)。MindSpore SIG不仅需要为用户提供基础的训练和推理服务;更重要的是,为了拓展生态,我们需要与广大开发者合作,协助他们贡献他们的代码上库。
### 工作范围 ### 工作范围
- 模型推理功能
接收用户传入的模型,在用户的正确调用下完成模型的加载,执行和卸载等操作;
- 样例工程
创建基础业务的样例工程,供开发者用户参考
- 生态拓展
开源框架工厂模块,指导三方设备厂商芯、片厂商对接框架
- 模型转换
MindSpore Lite模型转换工具不仅提供了将TensorFlow、TensorFlow Lite、Caffe、ONNX等模型格式转换为MindSpore Lite模型格式,还提供了算子融合、量化等功能。
- 模型训练
支持在端侧的小样本、迁移、增量训练,实现个性化AI体验。
- 模型推理
主要完成模型推理工作,即加载模型,完成模型相关的所有计算。推理是通过模型运行输入数据,获取预测的过程。
- 专用AI芯片支持
支持专用AI芯片接入MindSpore Lite。
## 代码仓 ## 代码仓
- 代码仓地址: - 代码仓地址:
- DLLite-micro: https://gitee.com/openharmony-sig/dllite_micro
- MindSpore: https://gitee.com/openharmony-sig/mindspore - MindSpore: https://gitee.com/openharmony-sig/mindspore
- DLLite-micro: https://gitee.com/openharmony-sig/dllite_micro
## SIG组成员 ## SIG组成员
### Leader ### Leader
- @SilenChen(https://gitee.com/silenchen)
- @ivss(https://gitee.com/ivss)
- @zhanghaibo5(https://gitee.com/zhanghaibo5)
### Committers列表 ### Committers列表
- @ArmyLee0(https://gitee.com/armylee0)
- @zhaizhiqiang(https://gitee.com/zhaizhiqiang)
- @sunsuodong(https://gitee.com/sunsuodong)
- @zhang_xue_tong(https://gitee.com/zhang_xue_tong)
- @HilbertDavid(https://gitee.com/HilbertDavid)
- @jpc_chenjianping(https://gitee.com/jpc_chenjianping)
### 会议 ### 会议
- 会议时间:双周例会,周一晚上19:00, UTC+8 - 会议时间:双周例会,周一晚上19:00, UTC+8
......
{
"Leader": [
{
"gitee_id": "SilenChen",
"gitee_email": "silen.chen@huawei.com"
}
],
"Committers": [
{
"gitee_id": "ArmyLee0",
"gitee_email": "lijun249@huawei.com"
}
]
}
\ No newline at end of file
...@@ -245,14 +245,14 @@ ...@@ -245,14 +245,14 @@
"applications/standard/settings_data"] "applications/standard/settings_data"]
}, },
{ {
"sig-name":"sig-dllite-micro", "sig-name":"sig-ai-framework",
"projects": [ "projects": [
"https://gitee.com/openharmony-sig/dllite_micro", "https://gitee.com/openharmony-sig/mindspore",
"https://gitee.com/openharmony-sig/mindspore" "https://gitee.com/openharmony-sig/dllite_micro"
], ],
"project-path":[ "project-path":[
"foundation/ai/dllite-micro", "third_party/mindspore",
"third_party/mindspore" "foundation/ai/dllite-micro"
] ]
}, },
{ {
......
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