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ai: Add LiME-TM package #2015
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ai: Add LiME-TM package #2015
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33fca29
[ai] Add LiME-TM package
wuhanstudio a2a822d
[ai][lime-tm] Add support for static model
wuhanstudio b552732
Update Kconfig
09ecd43
[LiME-TM] Add model training config
wuhanstudio 1fc7abd
Merge branch 'master' into lime-tm
wuhanstudio c118705
Update repository and homepage URLs in package.json
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,70 @@ | ||
|
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||
| # Kconfig file for package ulapack | ||
| menuconfig PKG_USING_LIME_TM | ||
| select RT_USING_POSIX_FS | ||
| bool "LiME-TM: Lightning fast and Memory Efficient Machine Learning for MCU (Tsetlin Machine)" | ||
| default n | ||
|
|
||
| if PKG_USING_LIME_TM | ||
|
|
||
| config PKG_LIME_TM_PATH | ||
| string | ||
| default "/packages/ai/LiME-TM" | ||
|
|
||
| choice | ||
| prompt "Choose exmaple" | ||
|
|
||
| config LIME_TM_USING_MNIST_FS_EXAMPLE | ||
| bool "Training and testing MNIST example (File System)" | ||
| select TSETLIN_USING_PROTOBUF | ||
| help | ||
| Training a compressed Tsetlin Machine model on the MNIST dataset. | ||
| default n | ||
|
|
||
| config LIME_TM_USING_MNIST_STATIC_EXAMPLE | ||
| bool "Training and testing MNIST example (Static Model)" | ||
| select TSETLIN_USING_STATIC_MODEL | ||
| select TSETLIN_MODEL_TRAINABLE | ||
| help | ||
| Training a compressed Tsetlin Machine model on the MNIST dataset. | ||
| default y | ||
| endchoice | ||
|
|
||
| config TSETLIN_USING_PROTOBUF | ||
| bool "Load model from protobuf file" | ||
| help | ||
| Using proto-c to save the model as a protobuf file. | ||
| depends on LIME_TM_USING_MNIST_FS_EXAMPLE | ||
| default y | ||
|
|
||
| config TSETLIN_MODEL_TRAINABLE | ||
| bool "Enable model training" | ||
| help | ||
| Enabling this option allows the model to be trained on-device. | ||
| default y | ||
|
|
||
| config TSETLIN_USING_STATIC_MODEL | ||
| bool "Load model from static headers" | ||
| help | ||
| Using the tsetlin compiler to save the model as a static C header file. | ||
| depends on LIME_TM_USING_MNIST_STATIC_EXAMPLE | ||
| default y | ||
|
|
||
| choice | ||
| prompt "Version" | ||
| default PKG_USING_LIME_TM_LATEST_VERSION | ||
| help | ||
| Select the package version | ||
| config PKG_USING_LIME_TM_LATEST_VERSION | ||
| bool "latest" | ||
| endchoice | ||
|
|
||
| config PKG_LIME_TM_VER | ||
| string | ||
| default "latest" if PKG_USING_LIME_TM_LATEST_VERSION | ||
|
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||
| config PKG_LIME_TM_VER_NUM | ||
| hex | ||
| default 0x99999 if PKG_USING_LIME_TM_LATEST_VERSION | ||
|
|
||
| endif |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,27 @@ | ||
| { | ||
| "name": "lime-tm", | ||
| "description": "Lightning fast and Memory Efficient Machine Learning for MCU (Tsetlin Machine)", | ||
| "description_zh": "嵌入式机器学习库", | ||
| "enable": "PKG_USING_LIME_TM", | ||
| "keywords": [ | ||
| "Machine Learning", | ||
| "Tsetlin Machine" | ||
| ], | ||
| "category": "ai", | ||
| "author": { | ||
| "name": "wuhanstudio", | ||
| "email": "wuhanstudio@qq.com", | ||
| "github": "wuhanstudio" | ||
| }, | ||
| "license": "MIT", | ||
| "repository": "https://github.com/wuhanstudio/lime-tm.c", | ||
| "homepage": "https://github.com/wuhanstudio/lime-tm.c#readme", | ||
| "site": [ | ||
| { | ||
| "version": "latest", | ||
| "URL": "https://github.com/wuhanstudio/lime-tm.c.git", | ||
| "filename": "", | ||
| "VER_SHA": "main" | ||
| } | ||
| ] | ||
| } | ||
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麻烦文件夹名字和这边要一致(大小写也要一致)