下载MindSpore Lite

Windows Linux Android 环境准备 初级 中级 高级

欢迎使用MindSpore Lite，我们提供了支持多种操作系统和硬件平台的模型转换、模型推理、图像处理等功能，你可以下载适用于本地环境的版本包直接使用。

1.3.0

组件 硬件平台 操作系统 链接 SHA-256
推理/训练runtime、推理aar包、以及benchmark工具 CPU Android-aarch32 https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.3.0-lite/MindSpore/lite/release/android/cpu/mindspore-lite-1.3.0-android-aarch32.tar.gz c1a950feec47a58871956cab74f0b6f76ad2f151dde990228782f76c0d8120df
推理/训练runtime、推理aar包、以及benchmark工具 CPU/GPU Android-aarch64 https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.3.0-lite/MindSpore/lite/release/android/gpu/mindspore-lite-1.3.0-android-aarch64.tar.gz 4def68662f5b249db0fd0f372fab1877e530fe32b6b9317869f01bedde892838
推理/训练runtime、推理jar包、以及benchmark/codegen/converter/cropper工具 CPU Ubuntu-x64 https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.3.0-lite/MindSpore/lite/release/linux/mindspore-lite-1.3.0-linux-x64.tar.gz 2d0f77bb3c1a9489bc9511f334fb6cea3266d6bd4d600517b5aa7e58efab1310
推理runtime以及benchmark/codegen/converter工具 CPU Windows-x64 https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.3.0-lite/MindSpore/lite/release/windows/mindspore-lite-1.3.0-win-x64.zip 40c1abdeb4c5f5353844e9798c6a0f20565a5a3bc6de7da3cdc4a2df6fa15ef7
iOS 推理runtime CPU iOS-aarch32 https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.3.0-lite/MindSpore/lite/release/ios/mindspore-lite-1.3.0-ios-aarch32.tar.gz b4bb1435887b04ce95be5429875e81c3e40a57b0c6182a35d58ea34b27d5fa5c
iOS 推理runtime CPU iOS-aarch64 https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.3.0-lite/MindSpore/lite/release/ios/mindspore-lite-1.3.0-ios-aarch64.tar.gz a28111c2bcc542a70ef98edfe007892855dcfcd9d40586fa98be962caefc26d3
NNIE converter工具 CPU Ubuntu-x64 https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.3.0-lite/MindSpore/lite/release/linux/nnie/mindspore-lite-1.3.0-linux-x64.tar.gz 73f4dffde69d24a8d0574e771bc6131a45a8fc5ebd18b34fc7afd30a0d149cb1
NNIE 推理runtime及benchmark工具 Hi3516D Linux-aarch32 https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.3.0-lite/MindSpore/lite/release/linux/mindspore-lite-1.3.0-linux-aarch32.tar.gz 07a0d0a8a8f257c01d06fa33f57969eb68385b430f2f5a3a4b09dba463c361d9
轻鸿蒙推理runtime Hi3516D OpenHarmony https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.3.0-lite/MindSpore/lite/release/openharmony/mindspore-lite-1.3.0-ohos-aarch32.tar.gz 1bd481e93b6f3b2467a6d8f0bcc2da0221e4d023d74c584174dedb8854704748

1.2.0

组件 硬件平台 操作系统 链接 SHA-256
推理runtime(cpp)、训练runtime(cpp)、推理aar包、以及benchmark/benchmark_train工具。 CPU Android-aarch32 https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.2.0/MindSpore/lite/release/android/mindspore-lite-1.2.0-android-aarch32.tar.gz 7d073573385a69bff53542c395d106393da241682cd6053703ce21f1de23bac6
推理runtime(cpp)、训练runtime(cpp)、推理aar包、以及benchmark/benchmark_train工具。 CPU/GPU Android-aarch64 https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.2.0/MindSpore/lite/release/android/gpu/mindspore-lite-1.2.0-android-aarch64.tar.gz 7f8400f0b97fa3e7cbf0d266c73b43a2410905244b04d0202fab39d9267346e0
推理runtime(cpp)、训练runtime(cpp)、推理jar包、以及benchmark/benchmark_train/codegen/converter/cropper工具。 CPU Ubuntu-x64 https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.2.0/MindSpore/lite/release/linux/mindspore-lite-1.2.0-linux-x64.tar.gz 3b609ed8be9e3ae70987d6e00421ad4720776d797133e72f6952ba6b93059062
推理runtime(cpp)以及benchmark/codegen/converter工具。 CPU Windows-x64 https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.2.0/MindSpore/lite/release/windows/mindspore-lite-1.2.0-win-x64.zip bf01851d7e2cde416502dce11bd2a86ef63e559f6dabba090405755a87ce14ae
推理runtime(cpp) CPU OpenHarmony https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.2.0/MindSpore/lite/release/openharmony/mindspore-lite-1.2.0-ohos-aarch32.tar.gz a9987b25815cb69e0f630be1388486e8d727a19815a67851089b7d633bd2f3f2

1.1.0

推理

组件 硬件平台 操作系统 链接 SHA-256
MindSpore Lite 模型转换工具（Converter） CPU Ubuntu-x64 https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.1.0/MindSpore/lite/release/linux/mindspore-lite-1.1.0-converter-linux-x64.tar.gz d449e38a8493c314d1b5b1a127f62269192da785b012ff892eda775dedca3d82
CPU Windows-x64 https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.1.0/MindSpore/lite/release/windows/mindspore-lite-1.1.0-converter-win-x64.zip 5e50b7701b97ebe784095f2ba954fc6c377eb157fbc9aaeae2497e38cc4ee212
MindSpore Lite 模型推理框架（Runtime，含图像处理） CPU/GPU/NPU Android-aarch64/Android-aarch32 https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.1.0/MindSpore/lite/release/android/mindspore-lite-1.1.0-inference-android.tar.gz a19de5706db57e97a5f04ef08e0e383f8ea497c70bb60e60d056b31a603c0243
CPU Ubuntu-x64 https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.1.0/MindSpore/lite/release/linux/mindspore-lite-1.1.0-inference-linux-x64.tar.gz 176256c2fbef775f1a44aaeccae0c4eea6a60f41fc0baece5479dcb378155f36
CPU Windows-x64 https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.1.0/MindSpore/lite/release/windows/mindspore-lite-1.1.0-inference-win-x64.zip 30b5545245832a73d84732166f360c77cd09a7a4fe1fb922a8f7b80e7df326c1

训练

组件 硬件平台 操作系统 链接 SHA-256
MindSpore Lite 模型转换工具（Converter） CPU Ubuntu-x64 https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.1.0/MindSpore/lite/release/linux/mindspore-lite-1.1.0-train-converter-linux-x64.tar.gz f95a9db98c84ec3d97f88383ecc3832582aa9737ed287c33703deb0b419acf25
MindSpore Lite 模型训练框架（Runtime，含图像处理） CPU Android-aarch64/Android-aarch32 https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.1.0/MindSpore/lite/release/android/mindspore-lite-1.1.0-train-android.tar.gz a6d8152f4e2d674c52af2c379f7d07858d30bc0dceef1dbc366e6fa16a5948b5
CPU Ubuntu-x64 https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.1.0/MindSpore/lite/release/linux/mindspore-lite-1.1.0-train-linux-x64.tar.gz 1290f0adc790adc9edce654b9a629a9a323cfcb8453eb6bc19b779ef726282bf

  • Ubuntu-x64版本包是在GCC版本大于等于7.3.0的环境编译得到的，所以该版本包的部署环境要求GLIBC版本大于等于2.27。

  • Android-aarch32的版本包不支持GPU和NPU。

  • MindSpore Lite还提供对Runtime的libmindspore-lite.a静态库裁剪工具，用于剪裁静态库文件，有效降低库文件大小。

  • MindSpore Lite下载完成后，需要进行SHA-256完整性校验。