Downloading MindSpore Lite

Windows Linux Android Environment Preparation Beginner Intermediate Expert

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Welcome to MindSpore Lite. We provide functions such as model conversion, model inference, image processing, etc. that support multiple operating systems and hardware platforms. You can download the version package suitable for the local environment and use it directly.

1.3.0

Module Name

Hardware Platform

Operating System

Download Links

SHA-256

Inference/training runtime, inference aar package, and benchmark tools

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

Inference/training runtime, inference aar package, and benchmark tools

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

Inference/training runtime, inference jar package, and benchmark/codegen/converter/cropper tools

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

Inference runtime and benchmark/codegen/converter tools

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 inference 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 inference 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 tool

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 inference runtime and benchmark tools

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

HarmonyOS lite 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

Module Name

Hardware Platform

Operating System

Download Links

SHA-256

Inference runtime (cpp), training runtime (cpp), inference aar package, and benchmark/benchmark_train tools.

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

Inference runtime (cpp), training runtime (cpp), inference aar package, and benchmark/benchmark_train tools.

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

Inference runtime (cpp), training runtime (cpp), inference jar package, and benchmark/benchmark_train/codegen/converter/cropper tools.

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

Inference runtime (cpp) and benchmark/codegen/converter tools.

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

Inference 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

Inference

Module Name

Hardware Platform

Operating System

Download Links

SHA-256

MindSpore Lite 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 Runtime (include image processing)

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

Train

Module Name

Hardware Platform

Operating System

Download Links

SHA-256

MindSpore Lite 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 Runtime (include image processing)

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 Package is compiled in an environment where the GCC version is greater than or equal to 7.3.0, so the deployment environment requires the GLIBC version to be greater than or equal to 2.27.

  • Android-aarch32 does not support GPU and NPU.

  • MindSpore Lite also provides libmindspore-lite.a static library cropper tool for Runtime, which can crop the static library files, and effectively reduce the size of the library files.

  • After the download of MindSpore Lite is completed, SHA-256 integrity verification is required.