Downloading MindSpore Lite

Windows Linux Android iOS 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.

The Linux-x86_64 and Linux-aarch64 target have been tested and verified on the Linux distribution versions Euleros2.0, Centos7.8 and Ubuntu18.04.

1.6.1

Module Name

Hardware Platform

Operating System

Download Links

SHA-256

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

CPU

Android-aarch32

https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.6.1/MindSpore/lite/release/android/cpu/mindspore-lite-1.6.1-android-aarch32.tar.gz

afcfab6c13d46d25a19d4caedb66c2a16ccd63d5b5993ed1e6268633d03a7820

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

CPU/GPU

Android-aarch64

https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.6.1/MindSpore/lite/release/android/gpu/mindspore-lite-1.6.1-android-aarch64.tar.gz

7bba9b242c1b5bbb21e39313db0d1118aa568813466a82f3ddd689d570910b92

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

CPU

Linux-x86_64

https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.6.1/MindSpore/lite/release/linux/x86_64/mindspore-lite-1.6.1-linux-x64.tar.gz

667f8fae4762281858adfb71e62f11a52f641078496901d3f317b0df8c415452

Inference runtime and benchmark/converter tools

CPU

Linux-aarch64

https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.6.1/MindSpore/lite/release/linux/aarch64/mindspore-lite-1.6.1-linux-aarch64.tar.gz

238589a227534f0514d2371fe9a92eb5ac2f181a22917ac2b5ef6969d51c518e

Inference runtime and benchmark/codegen/converter tools

CPU

Windows-x86_64

https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.6.1/MindSpore/lite/release/windows/mindspore-lite-1.6.1-win-x64.zip

da0781020f8680a7ab5c00d9930d06fe0f9c295aa9e13b62b43c2b30e0bcad91

iOS inference runtime

CPU

iOS-aarch32

https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.6.1/MindSpore/lite/release/ios/mindspore-lite-1.6.1-ios-aarch32.tar.gz

6a8adfb3ea960af9213ed9474a9b2d9deef57ebe8cb9f9c822a314c7ff8165e7

iOS inference runtime

CPU

iOS-aarch64

https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.6.1/MindSpore/lite/release/ios/mindspore-lite-1.6.1-ios-aarch64.tar.gz

f7fe5477744bd1d7ee19d3292f150ac9665f60f613a3a8025a870b147885c76a

NNIE converter tool

CPU

Linux-x86_64

https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.6.1/MindSpore/lite/release/linux/nnie/mindspore-lite-1.6.1-linux-x64.tar.gz

bde6c05aa90193d6fc0431ac3ef7a2c7e36e77db072955db68d16d6a90cfbe64

NNIE inference runtime and benchmark tools

Hi3516D

Linux-aarch32

https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.6.1/MindSpore/lite/release/linux/nnie/Hi3516D/mindspore-lite-1.6.1-linux-aarch32.tar.gz

fc4ab99ae0fb4cad4a63dad591da8d20be624e29b563aba39bba8239c0d64bfc

Ascend Inference runtime and benchmark/converter tools

Ascend310

Linux-x86_64

https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.6.1/MindSpore/lite/release/linux/ascend/mindspore-lite-1.6.1-linux-x64.tar.gz

7b46fe61974d0295c1f816707e0330c26085ca5532c57f36b149fa851bcdbf7b

HarmonyOS lite runtime

Hi3516D

OpenHarmony-aarch32

https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.6.1/MindSpore/lite/release/openharmony/mindspore-lite-1.6.1-ohos-aarch32.tar.gz

e70b2d30feafe0bbce3999c0bb551ed70edaf497c31fe84d70e4d5944093b253

1.6.0

Module Name

Hardware Platform

Operating System

Download Links

SHA-256

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

CPU

Android-aarch32

https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.6.0/MindSpore/lite/release/android/cpu/mindspore-lite-1.6.0-android-aarch32.tar.gz

d043803cffc8a0b75409aab3e4039f1e86756cf618af1538a76865e9fa4fd481

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

CPU/GPU

Android-aarch64

https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.6.0/MindSpore/lite/release/android/gpu/mindspore-lite-1.6.0-android-aarch64.tar.gz

25188266621f4cfedb24970a9a98ef6190fe02c9d034b7285f360da425ffe9d6

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

CPU

Linux-x86_64

https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.6.0/MindSpore/lite/release/linux/x86_64/mindspore-lite-1.6.0-linux-x64.tar.gz

90472996359f64509f38036ed8100605c76dcdc42453c2fc7156048eb981708c

Inference runtime and benchmark/codegen/converter tools

CPU

Windows-x86_64

https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.6.0/MindSpore/lite/release/windows/mindspore-lite-1.6.0-win-x64.zip

4460b8f1bf321eca005074dccffb54d6d3164ba3f78ce34530ec20db4dbc9980

iOS inference runtime

CPU

iOS-aarch32

https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.6.0/MindSpore/lite/release/ios/mindspore-lite-1.6.0-ios-aarch32.tar.gz

72fe007660abe9c51d0a1852b094fb52d8bbd1610c989e79c9858937102aa59f

iOS inference runtime

CPU

iOS-aarch64

https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.6.0/MindSpore/lite/release/ios/mindspore-lite-1.6.0-ios-aarch64.tar.gz

51bd5f7c21477d7856bea33d31e059f578b6b964a7c43e440e97c44b186db4a4

NNIE converter tool

CPU

Linux-x86_64

https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.6.0/MindSpore/lite/release/linux/nnie/mindspore-lite-1.6.0-linux-x64.tar.gz

81c2a5dadf51978d1c80f75c63fde4edefa2897792ac571fd33ffd35e338736b

NNIE inference runtime and benchmark tools

Hi3516D

Linux-aarch32

https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.6.0/MindSpore/lite/release/linux/nnie/Hi3516D/mindspore-lite-1.6.0-linux-aarch32.tar.gz

8133c2326e2defa3614f86592d5691fdb410a4296898e254a33cd33a7e519b16

HarmonyOS lite runtime

Hi3516D

OpenHarmony-aarch32

https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.6.0/MindSpore/lite/ohos_aarch32/mindspore-lite-1.6.0-ohos-aarch32.tar.gz

d5daafac4bdcd0d03158e2a7cd3f881869b49cfb77d9654a24ddd967edbe5e91

1.5.0

Module Name

Hardware Platform

Operating System

Download Links

SHA-256

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

CPU

Android-aarch32

https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.5.0/MindSpore/lite/release/android/cpu/mindspore-lite-1.5.0-android-aarch32.tar.gz

83101ffc38de6c33c94d09bddd0efed31c23f468f76694ecbec5623db5f04afd

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

CPU/GPU

Android-aarch64

https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.5.0/MindSpore/lite/release/android/gpu/mindspore-lite-1.5.0-android-aarch64.tar.gz

2f09c9f018c1141f2c415d48ff8ec01c17a2ad5e0b7d3233b8aa0612a2330a9e

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

CPU

Ubuntu-x64

https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.5.0/MindSpore/lite/release/linux/mindspore-lite-1.5.0-linux-x64.tar.gz

2359084653c1ddb55da738d5daf65e2cb0b0426032232ae455a72f8960961823

Inference runtime and benchmark/codegen/converter tools

CPU

Windows-x64

https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.5.0/MindSpore/lite/release/windows/mindspore-lite-1.5.0-win-x64.zip

2ed5d767be638787755c3855e28312d655e15219ad8bf500b43d6cea3a8d2dc6

iOS inference runtime

CPU

iOS-aarch32

https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.5.0/MindSpore/lite/release/ios/mindspore-lite-1.5.0-ios-aarch32.tar.gz

b3cd43f694f051e996cb8b39ed30137f92a4c324adaaceac1d75aa995bd7deb1

iOS inference runtime

CPU

iOS-aarch64

https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.5.0/MindSpore/lite/release/ios/mindspore-lite-1.5.0-ios-aarch64.tar.gz

9e919cdaf92fbb408ab169113182f7977d51409575e3a864a5a985a3004623d4

NNIE converter tool

CPU

Ubuntu-x64

https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.5.0/MindSpore/lite/release/linux/nnie/mindspore-lite-1.5.0-linux-x64.tar.gz

ab424c967b9ead17cebf1ef353b8b8129b7725e57f045be94a235741d12326c8

NNIE inference runtime and benchmark tools

Hi3516D

Linux-aarch32

https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.5.0/MindSpore/lite/release/linux/mindspore-lite-1.5.0-linux-aarch32.tar.gz

976ce83dc89f3ebeab9b706ce0b1a8f49cab7a2c19cd860446c3464164054ceb

HarmonyOS lite runtime

Hi3516D

OpenHarmony

https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.5.0/MindSpore/lite/ohos_aarch32/mindspore-lite-1.5.0-ohos-aarch32.tar.gz

49cf161c90c259415718b0c6b4538bbc06d4629bfa604c4cbcbc04cf5ed1e3e8

1.5.0-rc1

Module Name

Hardware Platform

Operating System

Download Links

SHA-256

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

CPU

Android-aarch32

https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.5.0-rc1/MindSpore/lite/release/android/cpu/mindspore-lite-1.5.0-android-aarch32.tar.gz

7317c9359bd6da97c389780a9a6f91987c512a794d3a367e42e411eaacb181e0

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

CPU/GPU

Android-aarch64

https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.5.0-rc1/MindSpore/lite/release/android/gpu/mindspore-lite-1.5.0-android-aarch64.tar.gz

d0453a1e5f5f653cc77f160b3ea9252ee1ab96d0bce3e9128d4a54f47279ac46

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

CPU

Ubuntu-x64

https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.5.0-rc1/MindSpore/lite/release/linux/mindspore-lite-1.5.0-linux-x64.tar.gz

81451541762699c259d13dd1d5a985fde653aeaf91052471bb918eb4f5045f49

Inference runtime and benchmark/codegen/converter tools

CPU

Windows-x64

https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.5.0-rc1/MindSpore/lite/release/windows/mindspore-lite-1.5.0-win-x64.zip

3ee80e7906f6173b805d985b51551c489bd23614b8747fb6e795a7303729913b

iOS inference runtime

CPU

iOS-aarch32

https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.5.0-rc1/MindSpore/lite/release/ios/mindspore-lite-1.5.0-ios-aarch32.tar.gz

56a508d49605d46b65b84d4160155ebcbb21d1f9295baac1c96148f0a2b06e79

iOS inference runtime

CPU

iOS-aarch64

https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.5.0-rc1/MindSpore/lite/release/ios/mindspore-lite-1.5.0-ios-aarch64.tar.gz

69af90551a97f6d36379431a63fc31ebff102809fc5ec7e7a48e566f3a578ad8

NNIE converter tool

CPU

Ubuntu-x64

https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.5.0-rc1/MindSpore/lite/release/linux/nnie/mindspore-lite-1.5.0-linux-x64.tar.gz

ee0ec7fdc203a5106eccc02ca15c7543c4e6c957e605f8a9aaead4d966f10c4b

NNIE inference runtime and benchmark tools

Hi3516D

Linux-aarch32

https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.5.0-rc1/MindSpore/lite/release/linux/mindspore-lite-1.5.0-linux-aarch32.tar.gz

477628889908fb64ae4b7b989c0181593f9c66bebf119f6a07437911879bff8b

HarmonyOS lite runtime

Hi3516D

OpenHarmony

https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.5.0-rc1/MindSpore/lite/ohos_aarch32/mindspore-lite-1.5.0-ohos-aarch32.tar.gz

54654927f6bf0f90d316407c689575c47a263e0f3c608e5b430b9764b4c35f5c

1.3.0

Module Name

Hardware Platform

Operating System

Download Links

SHA-256

Inference/training runtime, inference/training 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/training 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/training 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.