下载MindSpore Lite

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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。

其中Linux-x86_64、Linux-aarch64的包已在Linux发行版Euleros2.0、Centos7.8、Ubuntu18.04版本上经过测试验证。

1.6.1

组件

硬件平台

操作系统

链接

SHA-256

推理/训练runtime、推理/训练aar包、以及benchmark工具

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

推理/训练runtime、推理/训练aar包、以及benchmark工具

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

推理/训练runtime、推理/训练jar包、以及benchmark/codegen/converter/cropper工具

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

推理runtime以及benchmark/converter工具

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

推理runtime以及benchmark/codegen/converter工具

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 推理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 推理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工具

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 推理runtime及benchmark工具

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 推理runtime以及benchmark/converter工具

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

轻鸿蒙推理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

组件

硬件平台

操作系统

链接

SHA-256

推理/训练runtime、推理/训练aar包、以及benchmark工具

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

推理/训练runtime、推理/训练aar包、以及benchmark工具

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

推理/训练runtime、推理/训练jar包、以及benchmark/codegen/converter/cropper工具

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

推理runtime以及benchmark/codegen/converter工具

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 推理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 推理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工具

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 推理runtime及benchmark工具

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

轻鸿蒙推理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

组件

硬件平台

操作系统

链接

SHA-256

推理/训练runtime、推理/训练aar包、以及benchmark工具

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

推理/训练runtime、推理/训练aar包、以及benchmark工具

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

推理/训练runtime、推理/训练jar包、以及benchmark/codegen/converter/cropper工具

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

推理runtime以及benchmark/codegen/converter工具

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 推理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 推理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工具

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 推理runtime及benchmark工具

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

轻鸿蒙推理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

组件

硬件平台

操作系统

链接

SHA-256

推理/训练runtime、推理/训练aar包、以及benchmark工具

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

推理/训练runtime、推理/训练aar包、以及benchmark工具

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

推理/训练runtime、推理/训练jar包、以及benchmark/codegen/converter/cropper工具

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

推理runtime以及benchmark/codegen/converter工具

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 推理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 推理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工具

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 推理runtime及benchmark工具

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

轻鸿蒙推理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

组件

硬件平台

操作系统

链接

SHA-256

推理/训练runtime、推理/训练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/训练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/训练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。