Downloading MindSpore Lite

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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.

2.1.1

Inference runtime

Module Name

Hardware Platform

Operating System

Download Links

SHA-256

Cloud-side inference runtime lib, inference jar package, benchmark tool, converter tool

CPU/GPU/Ascend

Linux-x86_64

mindspore-lite-2.0.0rc1-linux-x64.tar.gz

220c3c4eecd0102c195189b28e45ef7ec86b55381eaa5a9652b45bc06155b874

Cloud-side inference runtime lib, inference jar package, benchmark tool, converter tool

CPU/Ascend

Linux-aarch64

mindspore-lite-2.1.0rc1-linux-aarch64.tar.gz

173a079817b1c40efbdfb5fb1249c153e7ad8236ba43e4e1b89431f39bd484a5

Inference/training runtime lib, inference/training aar package, Micro lib, benchmark tool

CPU

Android-aarch32

mindspore-lite-2.0.0rc1-android-aarch32.tar.gz

27e857eb812d4190b17012fb5d0fcaf24be25000bcb9fba245bd5a390885c2b8

Inference/training runtime lib, inference/training aar package, Micro lib, benchmark tool

CPU/GPU

Android-aarch64

mindspore-lite-2.1.1-android-aarch64.tar.gz

a2f30d23c3e44fbdec57cbcb0bf05d3f45bd3b242143a012e3aaa10a51844725

Device-side inference/training runtime lib, inference/training jar package, Micro lib, benchmark tool, converter tool, cropper tool

CPU

Linux-x86_64

mindspore-lite-2.1.1-linux-x64.tar.gz

e06abc4fb445646e452236dd2a7aa069ebf1f251e9a6ae00021d662b09763281

Device-side inference runtime lib, Micro lib, benchmark tool, converter tool

CPU

Linux-aarch64

mindspore-lite-2.1.1-linux-aarch64.tar.gz

a7e1d8027cdb00eeb7c71ee94de246b3fad3512dddde1120df14caddcd46fb41

Inference runtime lib, Micro lib, benchmark tool, converter tool

CPU

Windows-x86_64

mindspore-lite-2.1.1-win-x64.zip

23eb1d185c873a1e623b259842842d2bc8e88d699cafda530e7428a6e71036bc

iOS inference runtime lib

CPU

iOS-aarch32

mindspore-lite-2.1.1-ios-aarch32.tar.gz

83fb7649e1847aa4eec808364d3fc5e60c3304508644819c0c4dd3c99441eff0

iOS inference runtime lib

CPU

iOS-aarch64

mindspore-lite-2.1.1-ios-aarch64.tar.gz

6583880ad989710e41842dcc171b496e292c49b5275f5391d9e997a8e17db57b

NNIE converter tool

CPU

Linux-x86_64

mindspore-lite-2.1.1-linux-x64.tar.gz

e5d9dec0fae3c8ee149f878c42efc985a2ac35bb24ebb9db69fc4955fd4d4a47

NNIE inference runtime lib, benchmark tool

Hi3516D

Linux-aarch32

mindspore-lite-2.1.1-linux-aarch32.tar.gz

576a1f5296d7e60a8d4291c9e6d5c84b6cc5f152d8747651974b3694994d998f

NNIE inference runtime lib, benchmark tool

Hi3519A

Linux-aarch32

mindspore-lite-2.1.1-linux-aarch32.tar.gz

bdaf262d63328b4d85c87924d3d82d92d048da3ca3d1ba59e34f383b30ac4e7d

NNIE inference runtime lib, benchmark tool

Hi3559A

Linux-aarch64

mindspore-lite-2.1.1-linux-aarch64.tar.gz

aa2e4309494eeff38e9a421639acfd0db1ebfc89359f704fbdc3f6fdc14836a6

Micro lib

Cortex-M7

None

mindspore-lite-2.1.1-none-cortex-m7.tar.gz

552ffecedf62a064fc0e0106cfe9e237e2efa23d01627500271fa8c1ba505867

Python API wheel package

Module Name

Hardware Platform

Operating System

Python Version

Download Links

SHA-256

Cloud-side inference runtime and converter

CPU/GPU/Ascend

Linux-x86_64

Python3.7

mindspore_lite-2.1.1-cp37-cp37m-linux_x86_64.whl

3abc5c801572f977be172c630557788387b0ac57ea4611fdc1555a068541edba

Cloud-side inference runtime and converter

CPU/Ascend

Linux-aarch64

Python3.7

mindspore_lite-2.1.1-cp37-cp37m-linux_aarch64.whl

e63c7fed6462fa48ad5f147fcddef060d04bfffdd232490e12c22b9f1090c710

Cloud-side inference runtime and converter

CPU/GPU/Ascend

Linux-x86_64

Python3.8

mindspore_lite-2.1.1-cp38-cp38-linux_x86_64.whl

6336bf6197d12016c5296c58d7c5c6b23b3ad9eeaab4c2ed5e21200ded1d6bd0

Cloud-side inference runtime and converter

CPU/Ascend

Linux-aarch64

Python3.8

mindspore_lite-2.1.1-cp38-cp38-linux_aarch64.whl

3066495713c2f65c9b3c16f2a46df3502af89b211cf01df4a57526fd68335ec2

Cloud-side inference runtime and converter

CPU/GPU/Ascend

Linux-x86_64

Python3.9

mindspore_lite-2.1.1-cp39-cp39-linux_x86_64.whl

445e41dcf49f99cc1c7a4b2ddaae4b6af5a25e064ee935c2dafa3e01e287d97b

Cloud-side inference runtime and converter

CPU/Ascend

Linux-aarch64

Python3.9

mindspore_lite-2.1.1-cp39-cp39-linux_aarch64.whl

01999bd2ad6e29aee1cf1123ce601d72c75d06d2644f80b8570ff62c288c8876

2.1.0

Inference runtime

Module Name

Hardware Platform

Operating System

Download Links

SHA-256

Cloud-side inference runtime lib, inference jar package, benchmark tool, converter tool

CPU/GPU/Ascend

Linux-x86_64

mindspore-lite-2.0.0rc1-linux-x64.tar.gz

ed8de9c7654791acef1db62c5a0878ecdbcbf01533aa0ea53e499c11a6dc7855

Cloud-side inference runtime lib, inference jar package, benchmark tool, converter tool

CPU/Ascend

Linux-aarch64

mindspore-lite-2.1.0rc1-linux-aarch64.tar.gz

ef99f635e8ea991211c6dbb393555724a74ad1faf65a3bb0a33e052290ffa1f6

Inference/training runtime lib, inference/training aar package, Micro lib, benchmark tool

CPU

Android-aarch32

mindspore-lite-2.0.0rc1-android-aarch32.tar.gz

fc348e5a186e62c59544a370855b266950f9723593696e79ea4af4afeb9474cc

Inference/training runtime lib, inference/training aar package, Micro lib, benchmark tool

CPU/GPU

Android-aarch64

mindspore-lite-2.1.0-android-aarch64.tar.gz

764f76548f18725c20e91aed4f02f293c47bcae44a65d863738c30d94062718e

Device-side inference/training runtime lib, inference/training jar package, Micro lib, benchmark tool, converter tool, cropper tool

CPU

Linux-x86_64

mindspore-lite-2.1.0-linux-x64.tar.gz

b267e5726720329200389e47a178c4f882bf526833b714ba6e630c8e2920fe89

Device-side inference runtime lib, Micro lib, benchmark tool, converter tool

CPU

Linux-aarch64

mindspore-lite-2.1.0-linux-aarch64.tar.gz

945d67c985cc7cd0786cc63620d7fe6a361617aac912fe9ce6423069f65d66ab

Inference runtime lib, Micro lib, benchmark tool, converter tool

CPU

Windows-x86_64

mindspore-lite-2.1.0-win-x64.zip

5b32178f2bcb57c1a0d33f3d99a7a966527d41f0745d5879fe3ae011704f93f6

iOS inference runtime lib

CPU

iOS-aarch32

mindspore-lite-2.1.0-ios-aarch32.tar.gz

809e8674fb4920b7a9bdabdb4e08c5f606b7b82c54bc6d396c5805e8418ef74c

iOS inference runtime lib

CPU

iOS-aarch64

mindspore-lite-2.1.0-ios-aarch64.tar.gz

286b6c884777cf186d5f7821d17228b2e17668534d6b9b2bb758c8d4d05404ad

NNIE converter tool

CPU

Linux-x86_64

mindspore-lite-2.1.0-linux-x64.tar.gz

155654f7dbaf363389f633801353c2eb60dd9233fa68cbee3c922faf90d4c368

NNIE inference runtime lib, benchmark tool

Hi3516D

Linux-aarch32

mindspore-lite-2.1.0-linux-aarch32.tar.gz

dcd50f6e989d2c49f4bbe7db1d1e7b8cc29ae6b7dd720371e8bcb7d137981e34

NNIE inference runtime lib, benchmark tool

Hi3519A

Linux-aarch32

mindspore-lite-2.1.0-linux-aarch32.tar.gz

b7a6d3330e7178991b7994c3e59194bf82eb2eff0c4b05e07062f76715d6605b

NNIE inference runtime lib, benchmark tool

Hi3559A

Linux-aarch64

mindspore-lite-2.1.0-linux-aarch64.tar.gz

e2b5dddeaa04b7e358ecb102e80e69527d33d8119a6aeb79f56dee3f1282ab7d

Micro lib

Cortex-M7

None

mindspore-lite-2.1.0-none-cortex-m7.tar.gz

21f3d10cdfa1ca718870ee22da379544fe4ee86654969b37eeff4635e0c72004

Python API wheel package

Module Name

Hardware Platform

Operating System

Python Version

Download Links

SHA-256

Cloud-side inference runtime and converter

CPU/GPU/Ascend

Linux-x86_64

Python3.7

mindspore_lite-2.1.0-cp37-cp37m-linux_x86_64.whl

e206559c4e9b6646b256143912114283b8bd23edd0784049e13ee911a830e71b

Cloud-side inference runtime and converter

CPU/Ascend

Linux-aarch64

Python3.7

mindspore_lite-2.1.0-cp37-cp37m-linux_aarch64.whl

290e600c498f05946f3ef6e4c40e9ded2838459035a57619dd35425a6fba14ba

2.0.0

Inference runtime

Module Name

Hardware Platform

Operating System

Download Links

SHA-256

Cloud-side inference runtime lib, inference jar package, benchmark tool, converter tool

CPU/GPU/Ascend

Linux-x86_64

mindspore-lite-2.0.0-linux-x64.tar.gz

556e21b9849ad8efeb5e8a50a26293749395072d8f3ef883aaecfc3b8bd21e7d

Cloud-side inference runtime lib, inference jar package, benchmark tool, converter tool

CPU/Ascend

Linux-aarch64

mindspore-lite-2.0.0-linux-aarch64.tar.gz

e885f65181d61bf11281f786229b24cd7912d98b1a38e5ce11e83e8196b4074b

Inference/training runtime lib, inference/training aar package, Micro lib, benchmark tool

CPU

Android-aarch32

mindspore-lite-2.0.0-android-aarch32.tar.gz

948ce4033a2f0a08e7ee881b22ca35ca5d6fa441dedd77331372016c96ce4be6

Inference/training runtime lib, inference/training aar package, Micro lib, benchmark tool

CPU/GPU

Android-aarch64

mindspore-lite-2.0.0-android-aarch64.tar.gz

8f7d1863be93871780b303561a668d68e4debfebe784af98f1f608a18be2ea48

Inference/training runtime lib, inference/training jar package, Micro lib, benchmark tool, converter tool, cropper tool

CPU

Linux-x86_64

mindspore-lite-2.0.0-linux-x64.tar.gz

b997b45b5eb41f5c46cb80343f5883e3644b576dfb077e3888db6df7e707340b

Inference runtime lib, Micro lib, benchmark tool, converter tool

CPU

Linux-aarch64

mindspore-lite-2.0.0-linux-aarch64.tar.gz

7349bf1a66a217b0846eebf4c9eae82c31d6911efa9cd3b8194727a07736cd2a

Inference runtime lib, Micro lib, benchmark tool, converter tool

CPU

Windows-x86_64

mindspore-lite-2.0.0-win-x64.zip

fb117f9b277f8895fea79ed3b904479be3d23da64500f509b7f21f50381ca747

iOS inference runtime lib

CPU

iOS-aarch32

mindspore-lite-2.0.0-ios-aarch32.tar.gz

df1b07e76787b242583afc24b5384e8c769122161723741e783029cc0f6fed96

iOS inference runtime lib

CPU

iOS-aarch64

mindspore-lite-2.0.0-ios-aarch64.tar.gz

404fc22c728ee2864e0888636e790b9d3df57c26d11c510ea440a29b32785a25

Ascend inference runtime lib, benchmark tool, converter tool

Ascend

Linux-x86_64

mindspore-lite-2.0.0-linux-x64.tar.gz

aa62e671bdbd5d861ab047765d2497974deedf6297c8d4a676a83664a9257c53

Ascend inference runtime lib, benchmark tool, converter tool

Ascend

Linux-aarch64

mindspore-lite-2.0.0-linux-aarch64.tar.gz

3d40d81bfcbacd23dd6b33bc54e6abec23dd03df38f43890a05dac1ca4744568

Micro lib

Cortex-M7

None

mindspore-lite-2.0.0-none-cortex-m7.tar.gz

43bbbdb3b2366a582c79617280615ae85e2cd05bc1bf6e7e59c1403b9bf37972

Python API wheel package

Module Name

Hardware Platform

Operating System

Python Version

Download Links

SHA-256

Cloud-side inference runtime and converter

CPU/GPU/Ascend

Linux-x86_64

Python3.7

mindspore_lite-2.0.0-cp37-cp37m-linux_x86_64.whl

199cd0605cc985b88eddb273db9dfe9000a585ba10ca2292b6b36ebfff07b3ec

Cloud-side inference runtime and converter

CPU/Ascend

Linux-aarch64

Python3.7

mindspore_lite-2.0.0-cp37-cp37m-linux_aarch64.whl

9006b56a0285833802b4880f34cbce5f94111ef5ca4071d5df5c61e8c2a3a6f7

2.0.0-rc1

Inference runtime

Module Name

Hardware Platform

Operating System

Download Links

SHA-256

Cloud-side inference runtime lib, inference jar package, benchmark tool, converter tool

CPU/GPU/Ascend

Linux-x86_64

mindspore-lite-2.0.0rc1-linux-x64.tar.gz

15e4a6d22d820092a0a48a334c16f9398f1196d9a7d64df990a5345c6da7c02c

Cloud-side inference runtime lib, inference jar package, benchmark tool, converter tool

CPU/Ascend

Linux-aarch64

mindspore-lite-2.0.0rc1-linux-aarch64.tar.gz

cd7cba9b8384289b76a6267272bbff57d434e76f4aae6deeed9153128871ba17

Inference/training runtime lib, inference/training aar package, Micro lib, benchmark tool

CPU

Android-aarch32

mindspore-lite-2.0.0rc1-android-aarch32.tar.gz

b977fdf9c0cc8ce6bb3b6c471795681a5ae86ce19be0b730e43faa7bb49a7220

Inference/training runtime lib, inference/training aar package, Micro lib, benchmark tool

CPU/GPU

Android-aarch64

mindspore-lite-2.0.0rc1-android-aarch64.tar.gz

833109c5ed1b8ab2f96b6fe42ab4a8b257a3dca072111d19ed14b27ecc2cabb6

Device-side inference/training runtime lib, inference/training jar package, Micro lib, benchmark tool, converter tool, cropper tool

CPU

Linux-x86_64

mindspore-lite-2.0.0rc1-linux-x64.tar.gz

f5be857a0a75997843688f1a1f528df05331d62f0795f5698bae27ae7d26a408

Device-side inference runtime lib, Micro lib, benchmark tool, converter tool

CPU

Linux-aarch64

mindspore-lite-2.0.0rc1-linux-aarch64.tar.gz

b0971a652f0426d27750d21c703e37cfa44ae92c0f7e7949c429c91f0c177dd0

Inference runtime lib, Micro lib, benchmark tool, converter tool

CPU

Windows-x86_64

mindspore-lite-2.0.0rc1-win-x64.zip

fb9b4eb1733d127f7bfac5518a249562efcc316988d8d62ce1da8167f977a204

iOS inference runtime lib

CPU

iOS-aarch32

mindspore-lite-2.0.0rc1-ios-aarch32.tar.gz

bc23d3a511e5f49c49aed64b5e96e80ed2a0c01c16d53537ad7d8430d14f9529

iOS inference runtime lib

CPU

iOS-aarch64

mindspore-lite-2.0.0rc1-ios-aarch64.tar.gz

ebcf27334e79913fd38866382ca0259e5c67c36c243a6458ef46ab0a205afdf6

NNIE converter tool

CPU

Linux-x86_64

mindspore-lite-2.0.0rc1-linux-x64.tar.gz

35b3543151100656aa759c88b11f9df9fc62d49f709d62ffc0fdb0c3f35c5569

NNIE inference runtime lib, benchmark tool

Hi3516D

Linux-aarch32

mindspore-lite-2.0.0rc1-linux-aarch32.tar.gz

9f66975d804e4797dc099d01b1d10e0c77938a224f6e4d52034f59ef9699cc96

NNIE inference runtime lib, benchmark tool

Hi3519A

Linux-aarch32

mindspore-lite-2.0.0rc1-linux-aarch32.tar.gz

b5836bd7a14fa31b5a05aed0eb80f968c79362d975c8f6b2964a8663386d91fc

NNIE inference runtime lib, benchmark tool

Hi3559A

Linux-aarch64

mindspore-lite-2.0.0rc1-linux-aarch64.tar.gz

b6b6ece083fa7864d14ffc629ff4377d0908a235e9a6ce6ef79ac41a2b2db41e

Micro lib

Cortex-M7

None

mindspore-lite-2.0.0rc1-none-cortex-m7.tar.gz

08fe2e0e30cab340916c921a7fc320cf0b32d29c3528a6b5d45e8dbe77c3b82e

Python API wheel package

Module Name

Hardware Platform

Operating System

Download Links

SHA-256

Cloud-side inference runtime and converter

CPU/GPU/Ascend

Linux-x86_64

mindspore_lite-2.0.0rc1-cp37-cp37m-linux_x86_64.whl

55b067c52b0e059b54b2b5be27dc3313fca7d24ef98510252ee478aebbd4485f

Cloud-side inference runtime and converter

CPU/Ascend

Linux-aarch64

mindspore_lite-2.0.0rc1-cp37-cp37m-linux_aarch64.whl

593b5777c799cc4135b4accc1ca83cc77b1c3af80f8dabaf1545034085162bcb

2.0.0-alpha

Inference runtime

Module Name

Hardware Platform

Operating System

Download Links

SHA-256

Inference/training runtime lib, inference/training aar package, Micro lib, benchmark tool

CPU

Android-aarch32

mindspore-lite-2.0.0a0-android-aarch32.tar.gz

267a665e80a894c784915901c8f6e8ecd3fead84e1a440e84d6af36359ccf7a6

Inference/training runtime lib, inference/training aar package, Micro lib, benchmark tool

CPU/GPU

Android-aarch64

mindspore-lite-2.0.0a0-android-aarch64.tar.gz

f4a7870646d11e4087980f221aa313dadcb42fdbc6c3a9465fd27cf3d5932aa9

Inference/training runtime lib, inference/training jar package, Micro lib, benchmark tool, converter tool, cropper tool

CPU

Linux-x86_64

mindspore-lite-2.0.0a0-linux-x64.tar.gz

9895b7bf32aaa8b233edbdd742c465dfa1a554a0eb663771e5accac16d2e2b72

Inference runtime lib, Micro lib, benchmark tool, converter tool

CPU

Linux-aarch64

mindspore-lite-2.0.0a0-linux-aarch64.tar.gz

f1aa81dd41f8999ee288af4213364cc3e16486eb7fd224d001dc053b938acace

Inference runtime lib, Micro lib, benchmark tool, converter tool

CPU

Windows-x86_64

mindspore-lite-2.0.0a0-win-x64.zip

ad834e1ab051605a9d6a844cc8caf45103753b4481451033e7067ed6ec5c2940

iOS inference runtime lib

CPU

iOS-aarch32

mindspore-lite-2.0.0a0-ios-aarch32.tar.gz

466470e3d90c56d2f74b0dd67dac0583c134152da3c69eac32b0ca7e149e8a94

iOS inference runtime lib

CPU

iOS-aarch64

mindspore-lite-2.0.0a0-ios-aarch64.tar.gz

f3f43275ee0f8214e37a9b04aec784b704d8f4b584c641572874bc02ba97b976

NNIE converter tool

CPU

Linux-x86_64

mindspore-lite-2.0.0a0-linux-x64.tar.gz

1cf6de6435d991b6575ab5a1782cf57632fe876f27f1e2f33fe5e0e6563f9fd4

NNIE inference runtime lib, benchmark tool

Hi3516D

Linux-aarch32

mindspore-lite-2.0.0a0-linux-aarch32.tar.gz

1835b9b1a61aacbb711e76e937fa0173dfcb633a408bf161b0232da6406270fe

NNIE inference runtime lib, benchmark tool

Hi3519A

Linux-aarch32

mindspore-lite-2.0.0a0-linux-aarch32.tar.gz

ba726786d35ce99d118beaec43c1c745567d05a6058994006477a55a4ab196df

NNIE inference runtime lib, benchmark tool

Hi3559A

Linux-aarch64

mindspore-lite-2.0.0a0-linux-aarch64.tar.gz

3049ad94e9fac30a3e6a10b9cfe30f466c7b2bbdd91b287fa385e3a59699544b

Ascend inference runtime lib, benchmark tool, converter tool

Ascend

Linux-x86_64

mindspore-lite-2.0.0a0-linux-x64.tar.gz

8136d12b6637a8585dfa012bcc907d441e49e0f6d0fdb85a9a49663068c00003

Ascend inference runtime lib, benchmark tool, converter tool

Ascend

Linux-aarch64

mindspore-lite-2.0.0a0-linux-aarch64.tar.gz

1b2881a6cffbd7a83f6485d18fc00dbd058680549b21dba953cab5111f088490

HarmonyOS lite runtime lib, Micro lib

Hi3516D

OpenHarmony-aarch32

mindspore-lite-2.0.0a0-ohos-aarch32.tar.gz

cf4d439cd61b73607efd6ce46816c21e4b8c1189930f6af56788b8087b164001

Micro lib

Cortex-M7

None

mindspore-lite-2.0.0a0-none-cortex-m7.tar.gz

a1b4e2d17697d24d172eb87f2ce92f9fbeb1ac79010dcc22af713fb59a84556b

Python API wheel package

Module Name

Hardware Platform

Operating System

Download Links

SHA-256

Converter and inference runtime

CPU

Linux-x86_64

mindspore_lite-2.0.0a0-cp37-cp37m-linux_x86_64.whl

32e5b80d389514e9bee614f8aef94c8c981cace15bdddc14be93297efbc39970

Converter and inference runtime

CPU

Linux-aarch64

mindspore_lite-2.0.0a0-cp37-cp37m-linux_aarch64.whl

e1ab7f8ede94e2378490510bfe05b0c861312ee7bd70e939c8c9187b7e0883ba

Ascend converter and inference runtime

Ascend

Linux-x86_64

mindspore_lite-2.0.0a0-cp37-cp37m-linux_x86_64.whl

bdc11da01a18f887c69ceb465a66fe9cba02b039f888ebee894e4cce7eedc1d1

Ascend converter and inference runtime

Ascend

Linux-aarch64

mindspore_lite-2.0.0a0-cp37-cp37m-linux_aarch64.whl

d7ed914dbbd91e6ea5eb548c6757d22b0cfcc391aaedaa10d1bd5e4246d2da77

1.10.1

Inference runtime

Module Name

Hardware Platform

Operating System

Download Links

SHA-256

Inference/training runtime lib, inference/training aar package, Micro lib, benchmark tool

CPU

Android-aarch32

mindspore-lite-1.10.1-android-aarch32.tar.gz

a6f2eab47f1b1da322670332c2d9c1f24513001531f57481e3e03a4c7c27677e

Inference/training runtime lib, inference/training aar package, Micro lib, benchmark tool

CPU/GPU

Android-aarch64

mindspore-lite-1.10.1-android-aarch64.tar.gz

7d41ea8180a73c79ef7268d63b325a14ff5429dfdfccdd3557403404d9ebb9e0

Inference/training runtime lib, inference/training jar package, Micro lib, benchmark tool, converter tool, cropper tool

CPU

Linux-x86_64

mindspore-lite-1.10.1-linux-x64.tar.gz

093a92715e9972d5c5bde6774c22b94306df80c40b2f9852c13868061c7068ac

Inference runtime lib, Micro lib, benchmark tool, converter tool

CPU

Linux-aarch64

mindspore-lite-1.10.1-linux-aarch64.tar.gz

3669cf2da9afa54d1c254332f7ccfe4aac00cff58b66f3f489075d1e6abaf9e2

Inference runtime lib, Micro lib, benchmark tool, converter tool

CPU

Windows-x86_64

mindspore-lite-1.10.1-win-x64.zip

77a3ba17f52fd15b570eafd99fb2c7334a6662a3025a30ef649924aa80a6e4be

iOS inference runtime lib

CPU

iOS-aarch32

mindspore-lite-1.10.1-ios-aarch32.tar.gz

d619bbe8eca4a32bb2e0f69918c0c7bfb326b2bd1ad9be81f5c53470fedfa081

iOS inference runtime lib

CPU

iOS-aarch64

mindspore-lite-1.10.1-ios-aarch64.tar.gz

b862222e74a275963f3035ffe5f1b73130bcc0a7c2ca7907f9b06d04e971d2a5

NNIE converter tool

CPU

Linux-x86_64

mindspore-lite-1.10.1-linux-x64.tar.gz

893b80f768a3eef72fad45edf0c4db53bb9d0e205f42ce439d882a22d08e920f

NNIE inference runtime lib, benchmark tool

Hi3516D

Linux-aarch32

mindspore-lite-1.10.1-linux-aarch32.tar.gz

cdd7ce851917b74ea0e5f0cda1d6c66bb263085afabc4e0fdbf410612f8017f3

NNIE inference runtime lib, benchmark tool

Hi3519A

Linux-aarch32

mindspore-lite-1.10.1-linux-aarch32.tar.gz

4840036f7f104a69d80e49a49d71865a639d7d3a2982d3975fbe1f6495810cf8

NNIE inference runtime lib, benchmark tool

Hi3559A

Linux-aarch64

mindspore-lite-1.10.1-linux-aarch64.tar.gz

da92cffc329998cecaae86890d331bb2082ec9b177ebdb7c9fbc0679261300c1

Ascend inference runtime lib, benchmark tool, converter tool

Ascend

Linux-x86_64

mindspore-lite-1.10.1-linux-x64.tar.gz

845b221e41688e1d7763f75df18b54b59729c11105fd0d34697ca52ac4ba7d76

Ascend inference runtime lib, benchmark tool, converter tool

Ascend

Linux-aarch64

mindspore-lite-1.10.1-linux-aarch64.tar.gz

919c3f88db13b4648558e995fe04aad0ec1751cb0e9761b9f6b836fe3128fea3

HarmonyOS lite runtime lib, Micro lib

Hi3516D

OpenHarmony-aarch32

mindspore-lite-1.10.1-ohos-aarch32.tar.gz

3ecbc09ba40f435cb8ecd844a5acafb49ee6cdaadd4c4f9cb96404e8f4bda64f

Micro lib

Cortex-M7

None

mindspore-lite-1.10.1-none-cortex-m7.tar.gz

69f6fb71b1335a6481e7faccb23b6822414aeb2773f9aad9749814a251c5ec6e

Python API wheel package

Module Name

Hardware Platform

Operating System

Download Links

SHA-256

Converter and inference runtime

CPU

Linux-x86_64

mindspore_lite-1.10.1-cp37-cp37m-linux_x86_64.whl

86e5f925648396f5a351097d3ade70168b53ade2367590b03106084a6fddd350

Converter and inference runtime

CPU

Linux-aarch64

mindspore_lite-1.10.1-cp37-cp37m-linux_aarch64.whl

908edc7e43bce3accd34cbcdb3a6b86ab063078dbf784f04516fd7531f5d25de

Ascend converter and inference runtime

Ascend

Linux-x86_64

mindspore_lite-1.10.1-cp37-cp37m-linux_x86_64.whl

b50b531225810c85c4c61f868b446912a8c3bde34baff0759738378017eaacc5

Ascend converter and inference runtime

Ascend

Linux-aarch64

mindspore_lite-1.10.1-cp37-cp37m-linux_aarch64.whl

20b8ee6c80251fc6a0d7de53b4ea739d29cb4d70633d2af8825eb10dfe243077

1.10.0

Inference runtime

Module Name

Hardware Platform

Operating System

Download Links

SHA-256

Inference/training runtime lib, inference/training aar package, Micro lib, benchmark tool

CPU

Android-aarch32

mindspore-lite-1.10.0-android-aarch32.tar.gz

fb752b080ab3c392b53584b97ef795475b0916e141cbfe9eb1aada0624cd60cd

Inference/training runtime lib, inference/training aar package, Micro lib, benchmark tool

CPU/GPU

Android-aarch64

mindspore-lite-1.10.0-android-aarch64.tar.gz

a9abbdefcbaa7bef3cf0a2e2eb5b83256f81c391b3f28e2be4a52e1ed759fc08

Inference/training runtime lib, inference/training jar package, Micro lib, benchmark tool, converter tool, cropper tool

CPU

Linux-x86_64

mindspore-lite-1.10.0-linux-x64.tar.gz

28f0b48c16b0bc522c7d67899a034b80b0f8ea9505e6ffe658a1b1843279ba9f

Inference runtime lib, Micro lib, benchmark tool, converter tool

CPU

Linux-aarch64

mindspore-lite-1.10.0-linux-aarch64.tar.gz

4efe69f474f77433348e37bb8f15ff9107d077f864c3ccac725603a68e00bd11

Inference runtime lib, Micro lib, benchmark tool, converter tool

CPU

Windows-x86_64

mindspore-lite-1.10.0-win-x64.zip

37901f88e09788641f404649133392af8fedeaa853ab3edbaed7bafccd785136

iOS inference runtime lib

CPU

iOS-aarch32

mindspore-lite-1.10.0-ios-aarch32.tar.gz

a9ce4a24974e20832cd36a5bcd0efcf7bf1464291b9ca75b9f1c4c58749d0bd9

iOS inference runtime lib

CPU

iOS-aarch64

mindspore-lite-1.10.0-ios-aarch64.tar.gz

9c66c6f79d3be617ebe1848bf929e33e29200bce7262331cb3c2bcc1a162d60a

NNIE converter tool

CPU

Linux-x86_64

mindspore-lite-1.10.0-linux-x64.tar.gz

8defb0de586967b05717749c32d3221f16a5d9248914b85b3d43b1bb9b2fdb98

NNIE inference runtime lib, benchmark tool

Hi3516D

Linux-aarch32

mindspore-lite-1.10.0-linux-aarch32.tar.gz

baf451bee265e57a387e12c69f3d6202efc2ff2dd87635e4cbda1d38f536079c

NNIE inference runtime lib, benchmark tool

Hi3519A

Linux-aarch32

mindspore-lite-1.10.0-linux-aarch32.tar.gz

ca1311c951fe42e4a5bcd321f7a2fe729660e5a304470b5f9b71357517ff67b2

NNIE inference runtime lib, benchmark tool

Hi3559A

Linux-aarch64

mindspore-lite-1.10.0-linux-aarch64.tar.gz

292b22de0c3f9b326139f83c645bdccaac7bf1e0bb0ffc577e210ce32deab0e4

Ascend inference runtime lib, benchmark tool, converter tool

Ascend

Linux-x86_64

mindspore-lite-1.10.0-linux-x64.tar.gz

000f9e710d5de9445b9f5baf2d910165c4d7d905d87b55fc8b9f597e5ef030b7

Ascend inference runtime lib, benchmark tool, converter tool

Ascend

Linux-aarch64

mindspore-lite-1.10.0-linux-aarch64.tar.gz

08ac0713faae329354d50fd6bcea98113c9d44355dc4bb91b86db6b209028998

HarmonyOS lite runtime lib, Micro lib

Hi3516D

OpenHarmony-aarch32

mindspore-lite-1.10.0-ohos-aarch32.tar.gz

b79ef529126aef24e0e0dcc74d0d8c90714166560f8f4527f04431d503afc6b4

Micro lib

Cortex-M7

None

mindspore-lite-1.10.0-none-cortex-m7.tar.gz

f48018ec794643f4296f187ddb65a7e453e0675dd878794f82ba09aea418b203

Python API wheel package

Module Name

Hardware Platform

Operating System

Download Links

SHA-256

Converter and inference runtime

CPU

Linux-x86_64

mindspore_lite-1.10.0-cp37-cp37m-linux_x86_64.whl

d0680f1b49c2eaae006dea334c95acf9d13cd984b7f09640d2170e672ebbf6ec

Converter and inference runtime

CPU

Linux-aarch64

mindspore_lite-1.10.0-cp37-cp37m-linux_aarch64.whl

07c7726537f0c863b50c92be2d0917c683c65f2a740b0365a0763f9eeaccae89

Ascend converter and inference runtime

Ascend

Linux-x86_64

mindspore_lite-1.10.0-cp37-cp37m-linux_x86_64.whl

f99a0e7a474b90795487d703db52378674d4c8dba7d759511f01e8a192ce2704

Ascend converter and inference runtime

Ascend

Linux-aarch64

mindspore_lite-1.10.0-cp37-cp37m-linux_aarch64.whl

54909fe76d078b585238591a88f709e0b998418ac914cba1e748151c6a77a648

1.9.0

Inference runtime

Module Name

Hardware Platform

Operating System

Download Links

SHA-256

Inference/training runtime lib, inference/training aar package, Micro lib, benchmark tool

CPU

Android-aarch32

mindspore-lite-1.9.0-android-aarch32.tar.gz

1662181a50852bd4759a821ca29872897efb835c4c318c738609ac4218b80905

Inference/training runtime lib, inference/training aar package, Micro lib, benchmark tool

CPU/GPU

Android-aarch64

mindspore-lite-1.9.0-android-aarch64.tar.gz

72a4d51dad9e17b46ae90986ff52cf33393cb549186bf9615dcb32a9d5d084a6

Inference/training runtime lib, inference/training jar package, Micro lib, benchmark tool, converter tool, cropper tool

CPU

Linux-x86_64

mindspore-lite-1.9.0-linux-x64.tar.gz

6175127898766e8a71b4968c8d7588ebe5b192e2c51925814d2b5b3e69c64a7f

Inference runtime lib, Micro lib, benchmark tool, converter tool

CPU

Linux-aarch64

mindspore-lite-1.9.0-linux-aarch64.tar.gz

00e87b88f095b24467cdb3ca752f4e7300b5ee58e28b33a584d9ff81f0647d7b

Inference runtime lib, Micro lib, benchmark tool, converter tool

CPU

Windows-x86_64

mindspore-lite-1.9.0-win-x64.zip

e9a5ac1146860bd576790bb46242a2cb5f8711eb25267cf726a7bf7c510216a2

iOS inference runtime lib

CPU

iOS-aarch32

mindspore-lite-1.9.0-ios-aarch32.tar.gz

655d9e71e8812e8afd6ff19ab523b3a942f526687bb9ff5165506ba32a1c510e

iOS inference runtime lib

CPU

iOS-aarch64

mindspore-lite-1.9.0-ios-aarch64.tar.gz

bfb56c4295d006d96b20b52636361519dde8ad2141abb54f5fa6fc3b61311401

NNIE converter tool

CPU

Linux-x86_64

mindspore-lite-1.9.0-linux-x64.tar.gz

5fccaa2c6f267f6edf52f8cb699697adc8253fbc3855248029a67d5b33cf8766

NNIE inference runtime lib, benchmark tool

Hi3516D

Linux-aarch32

mindspore-lite-1.9.0-linux-aarch32.tar.gz

926c96e9a9f77952689eb0ef757ea79600f5c5fcfcef2c26e6178751efbd7a4d

NNIE inference runtime lib, benchmark tool

Hi3519A

Linux-aarch32

mindspore-lite-1.9.0-linux-aarch32.tar.gz

5a98ffeaea6a0ec712b60cc8017a6623d0d8fa75ddb230c9a9e855fec4390456

NNIE inference runtime lib, benchmark tool

Hi3559A

Linux-aarch64

mindspore-lite-1.9.0-linux-aarch64.tar.gz

be897dd1f481d59a8979d0d028e30dcdb10727e6ae068c779dddeba775ba5a2b

Ascend inference runtime lib, benchmark tool, converter tool

Ascend

Linux-x86_64

mindspore-lite-1.9.0-linux-x64.tar.gz

82ba2ac9218f832719030ed93d0fc0116380679f6739e8bc0fc9d978ad644261

Ascend inference runtime lib, benchmark tool, converter tool

Ascend

Linux-aarch64

mindspore-lite-1.9.0-linux-aarch64.tar.gz

017a340d58b2b1a282fbeba2d2039dfe0932909a36f3e66180c57abc0bc49f58

HarmonyOS lite runtime lib, Micro lib

Hi3516D

OpenHarmony-aarch32

mindspore-lite-1.9.0-ohos-aarch32.tar.gz

71261e4ee7e364fd4be04a9e919e84adb52e1e49d0eefff9725c5aa0cdb62ce9

Micro lib

Cortex-M7

None

mindspore-lite-1.9.0-none-cortex-m7.tar.gz

c101088a199bd4348d75e374a4ab2926db83a3b48bfc68dbcad91a3316c045af

Python API wheel package

Module Name

Hardware Platform

Operating System

Download Links

SHA-256

Converter and inference runtime

CPU

Linux-x86_64

mindspore_lite-1.9.0-cp37-cp37m-linux_x86_64.whl

b8e2385f385103d5ce1c841ba9d83e9a972bdace715b549aad0b9a8eb2ed15ac

Converter and inference runtime

CPU

Linux-aarch64

mindspore_lite-1.9.0-cp37-cp37m-linux_aarch64.whl

afb027398fc1474b60113480983da4df04caef7ef6ce3a93bd9ce1424468fbf4

Ascend converter and inference runtime

Ascend

Linux-x86_64

mindspore_lite-1.9.0-cp37-cp37m-linux_x86_64.whl

d0a9d979e769d5e2eed64a7603c843b98c2b62adaa5b181ae5a5d5d52db62a73

Ascend converter and inference runtime

Ascend

Linux-aarch64

mindspore_lite-1.9.0-cp37-cp37m-linux_aarch64.whl

05b9620b70ea5a964c6ab68da659ac838cc155e07bd39d4f54957071fe46551d

1.8.1

Inference runtime

Module Name

Hardware Platform

Operating System

Download Links

SHA-256

Inference/training runtime lib, inference/training aar package, Micro lib, benchmark tool

CPU

Android-aarch32

mindspore-lite-1.8.1-android-aarch32.tar.gz

7cc56ef7c90e41b6df980c3c43cb326a7c3f1bff8b827fbba3bf19ac5c827f6e

Inference/training runtime lib, inference/training aar package, Micro lib, benchmark tool

CPU/GPU

Android-aarch64

mindspore-lite-1.8.1-android-aarch64.tar.gz

4dbee13424c347549903426ae794bf4520115625f78871d6c18eca9b62533551

Inference/training runtime lib, inference/training jar package, Micro lib, benchmark tool, converter tool, cropper tool

CPU

Linux-x86_64

mindspore-lite-1.8.1-linux-x64.tar.gz

8a60dbbfee8a9f25853ebbf297c7c727cab365171347c701c0aa51cd0b1290ec

Inference runtime lib, Micro lib, benchmark tool, converter tool

CPU

Linux-aarch64

mindspore-lite-1.8.1-linux-aarch64.tar.gz

598841c2018c977fbdec5fa2d1b3c5f82fc3ffca41c7726faee8dcb850e6ba03

Inference runtime lib, Micro lib, benchmark tool, converter tool

CPU

Windows-x86_64

mindspore-lite-1.8.1-win-x64.zip

44adced8645f69ea452e19069306d425cd8a78de377db18f801327689e28cf0e

iOS inference runtime lib

CPU

iOS-aarch32

mindspore-lite-1.8.1-ios-aarch32.tar.gz

22758b8ff36258e95a08dae79e09c70c150389adf7e74f543abb526b734fe64f

iOS inference runtime lib

CPU

iOS-aarch64

mindspore-lite-1.8.1-ios-aarch64.tar.gz

deb75103438d45fb6d7c42fa6feaef2a570d1ecc2a4bc2e1e4379b97b1413ec9

NNIE converter tool

CPU

Linux-x86_64

mindspore-lite-1.8.1-linux-x64.tar.gz

0ee5427a82c1e876113e305e5613232ee93fc168d6eeb9c127261fb4b0ccefcc

NNIE inference runtime lib, benchmark tool

Hi3516D

Linux-aarch32

mindspore-lite-1.8.1-linux-aarch32.tar.gz

f3bb6245fdd0ae51d090d428ce8e65fc8ca8934fc1d1e2cd262f046130db0835

NNIE inference runtime lib, benchmark tool

Hi3519A

Linux-aarch32

mindspore-lite-1.8.1-linux-aarch32.tar.gz

2552e6fac5c36d6c44c35eedba43a2e92aa28ebc0ec1125eb895c1d2ad62318c

NNIE inference runtime lib, benchmark tool

Hi3559A

Linux-aarch64

mindspore-lite-1.8.1-linux-aarch64.tar.gz

25a7d30c82c1e90b6e832f2edd23ac45c8f4f75ba1fdcef633b7ee99af6856d0

Ascend inference runtime lib, benchmark tool, converter tool

Ascend

Linux-x86_64

mindspore-lite-1.8.1-linux-x64.tar.gz

a57de862c2e0809194a9183c09968f0f871f3b3c9be729c482b068ed672e6d32

Ascend inference runtime lib, benchmark tool, converter tool

Ascend

Linux-aarch64

mindspore-lite-1.8.1-linux-aarch64.tar.gz

e91c74f75d581c2a88ad42f75dc4007eb254469588dd42cec264477f0eab425b

HarmonyOS lite runtime lib, Micro lib

Hi3516D

OpenHarmony-aarch32

mindspore-lite-1.8.1-ohos-aarch32.tar.gz

67bd55222bf8c67e01ff413ac2226b7f9444f5a9875b82aa6faf3fcae753c1bf

Micro lib

Cortex-M7

None

mindspore-lite-1.8.1-none-cortex-m7.tar.gz

5b1d1de977aac04f29c9e8e84931b0b7ec2a700e103d0940e5afc3ced5f49bd0

Python API wheel package

Module Name

Hardware Platform

Operating System

Download Links

SHA-256

Converter and inference runtime

CPU

Linux-x86_64

mindspore_lite-1.8.1-cp37-cp37m-linux_x86_64.whl

60c5a974ad76ee06f63ce784ae536d65c42fde6c41eaea3375ecbef5fc3efef0

Converter and inference runtime

CPU

Linux-aarch64

mindspore_lite-1.8.1-cp37-cp37m-linux_aarch64.whl

1ca4cc3ac0df52ca578389502b7ace581d835683b18b1fecafd8bb10b89b3d84

Ascend converter and inference runtime

Ascend

Linux-x86_64

mindspore_lite-1.8.1-cp37-cp37m-linux_x86_64.whl

95e8ff0fa4296428781e70d32f90cb44ddd97c55372cc7d2a4f61f7d9adbdd2c

Ascend converter and inference runtime

Ascend

Linux-aarch64

mindspore_lite-1.8.1-cp37-cp37m-linux_aarch64.whl

9d361d71b2c8efc809a7fba939b8e2ba1e06368ba7d8a0ff6e192dbc0d777fc9

1.8.0

Module Name

Hardware Platform

Operating System

Download Links

SHA-256

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

CPU

Android-aarch32

mindspore-lite-1.8.0-android-aarch32.tar.gz

0ff34972be36b9c9ef896094b1b0e5cd39d2253cbed86a41303fd9c21f1d5417

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

CPU/GPU

Android-aarch64

mindspore-lite-1.8.0-android-aarch64.tar.gz

f58139a33524191b6a42761948429aed4bc450d1e8c2986f58bfae1f5d81e626

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

CPU

Linux-x86_64

mindspore-lite-1.8.0-linux-x64.tar.gz

90be22a9f2a34329b46b1f0b08954a4b8cb2bd80bc69f8416f780f5f21f31547

Inference runtime and benchmark/converter tools

CPU

Linux-aarch64

mindspore-lite-1.8.0-linux-aarch64.tar.gz

e17bfddc47feb17a430f3aea1d2f9b8895505518ec0a0dd109d9c4ed2f8d3b01

Inference runtime and benchmark/codegen/converter tools

CPU

Windows-x86_64

mindspore-lite-1.8.0-win-x64.zip

f18b3e1697b27bcaf67bad2793494bf8babddd8d5b235b861cf693a44d9e9f14

iOS inference runtime

CPU

iOS-aarch32

mindspore-lite-1.8.0-ios-aarch32.tar.gz

2270a87ec1888a5f9c62c37177476ee3aece5da8c98d2f379b83889e2f0db8c0

iOS inference runtime

CPU

iOS-aarch64

mindspore-lite-1.8.0-ios-aarch64.tar.gz

ba368afa146f6e156d840e73145a81c6b2524a51dd0d138bcd2f9c2db5c59771

NNIE converter tool

CPU

Linux-x86_64

mindspore-lite-1.8.0-linux-x64.tar.gz

9d4fce71a3963a0fa779f7996abb315fd9572fe8aca8b562f65f5793b42812b4

NNIE inference runtime and benchmark tools

Hi3516D

Linux-aarch32

mindspore-lite-1.8.0-linux-aarch32.tar.gz

b5739551b5217171e522aea27d93f64ce23d4bcd46e6b87bdaec2b09ec4c395b

Ascend inference runtime and benchmark/converter tools

Ascend

Linux-x86_64

mindspore-lite-1.8.0-linux-x64.tar.gz

a141a7886bde607fdc80fc7f35b28c14b11d36f28bbc3f917db6ae065cc32954

Ascend inference runtime and benchmark/converter tools

Ascend

Linux-aarch64

mindspore-lite-1.8.0-linux-aarch64.tar.gz

0dd382c848bbb6ae2bd45a31098d311ec046bf219787480156cf1e0123e9f602

HarmonyOS lite runtime

Hi3516D

OpenHarmony-aarch32

mindspore-lite-1.8.0-ohos-aarch32.tar.gz

8c93859a1a7925069906abc59c9d5f5fc53b989b852e80a2ffe3b85e7ff944ba

Python API wheel package

Module Name

Hardware Platform

Operating System

Download Links

SHA-256

Converter and inference runtime

CPU

Linux-x86_64

mindspore_lite-1.8.0-cp37-cp37m-linux_x86_64.whl

80c08d67e2885f68e34c3b99356c1d95c72b1ad4cfdf29d08085ff7195753a08

Converter and inference runtime

CPU

Linux-aarch64

mindspore_lite-1.8.0-cp37-cp37m-linux_aarch64.whl

a6365c96bc6ca04c7482cc2f2d3c1367d56ad7af13ed0e0d56b9349e773bcc30

Ascend converter and inference runtime

Ascend

Linux-x86_64

mindspore_lite-1.8.0-cp37-cp37m-linux_x86_64.whl

6539df5f1d59c679fd5a4e0b372b410ced226c2a3f4e1aec1a004b6bf2b6f1ba

Ascend converter and inference runtime

Ascend

Linux-aarch64

mindspore_lite-1.8.0-cp37-cp37m-linux_aarch64.whl

8fed6d1ee3ab6673f733bb9071b19e1fc4a34a20813f9d5d4f6468fd6b5a36b6

1.7.0

Module Name

Hardware Platform

Operating System

Download Links

SHA-256

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

CPU

Android-aarch32

mindspore-lite-1.7.0-android-aarch32.tar.gz

26e31e9dc4a87698f0af18cd51ed219559b9a996b4123502608dd0a130270805

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

CPU/GPU

Android-aarch64

mindspore-lite-1.7.0-android-aarch64.tar.gz

e97a19f6d5a1e8cd6ff1b17d8445801eff496a2f02f1a3de8305a1459fe6eaef

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

CPU

Linux-x86_64

mindspore-lite-1.7.0-linux-x64.tar.gz

f162a4b2ccfb5ec11f2d510e4df1d76bd1d9f9d6e321b1e068ac9e37db9dfd0e

Inference runtime and benchmark/converter tools

CPU

Linux-aarch64

mindspore-lite-1.7.0-linux-aarch64.tar.gz

320e2f076a068151c2796bb4a7ceb2190dc86ec78de0c39b52e6a496511b5e85

Inference runtime and benchmark/codegen/converter tools

CPU

Windows-x86_64

mindspore-lite-1.7.0-win-x64.zip

41229b8be3997dd6ec648c7884b483ca4ca5926f3a7d9f78314af1cc2d2824ad

iOS inference runtime

CPU

iOS-aarch32

mindspore-lite-1.7.0-ios-aarch32.tar.gz

769fe933ebc77ebeeac5486ca418f0f17b491a01253cce8d7368742832bc6a99

iOS inference runtime

CPU

iOS-aarch64

mindspore-lite-1.7.0-ios-aarch64.tar.gz

1ab0717c8d73ae64570f34ad203c6155f541a4420a24c24f26f0ffd919770832

NNIE converter tool

CPU

Linux-x86_64

mindspore-lite-1.7.0-linux-x64.tar.gz

3965c150ec0428693217dd88dceca4bd01de08f40f8299410af94d9ba3a170bc

NNIE inference runtime and benchmark tools

Hi3516D

Linux-aarch32

mindspore-lite-1.7.0-linux-aarch32.tar.gz

16b51013b0b2e70e52edeb909535ad9818f7771e6c108f7ab7e207ffcd8673ba

Ascend inference runtime and benchmark/converter tools

Ascend310

Linux-x86_64

mindspore-lite-1.7.0-linux-x64.tar.gz

1fe2fdcabb9900c2d7e4ee9e239df157351574ed92b5f568eac23620f91f2ce8

Ascend inference runtime and benchmark/converter tools

Ascend310

Linux-aarch64

mindspore-lite-1.7.0-linux-aarch64.tar.gz

41027f2e070896d8440c89b8b75f66e9c92bbefa72b8b68e959770c2ffea5780

HarmonyOS lite runtime

Hi3516D

OpenHarmony-aarch32

mindspore-lite-1.7.0-ohos-aarch32.tar.gz

269f0dc976523302d372a0500a3c93eb78ea048c51b9c5ae339174f224e1cbee

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

mindspore-lite-1.6.1-android-aarch32.tar.gz

afcfab6c13d46d25a19d4caedb66c2a16ccd63d5b5993ed1e6268633d03a7820

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

CPU/GPU

Android-aarch64

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

mindspore-lite-1.6.1-linux-x64.tar.gz

667f8fae4762281858adfb71e62f11a52f641078496901d3f317b0df8c415452

Inference runtime and benchmark/converter tools

CPU

Linux-aarch64

mindspore-lite-1.6.1-linux-aarch64.tar.gz

238589a227534f0514d2371fe9a92eb5ac2f181a22917ac2b5ef6969d51c518e

Inference runtime and benchmark/codegen/converter tools

CPU

Windows-x86_64

mindspore-lite-1.6.1-win-x64.zip

da0781020f8680a7ab5c00d9930d06fe0f9c295aa9e13b62b43c2b30e0bcad91

iOS inference runtime

CPU

iOS-aarch32

mindspore-lite-1.6.1-ios-aarch32.tar.gz

6a8adfb3ea960af9213ed9474a9b2d9deef57ebe8cb9f9c822a314c7ff8165e7

iOS inference runtime

CPU

iOS-aarch64

mindspore-lite-1.6.1-ios-aarch64.tar.gz

f7fe5477744bd1d7ee19d3292f150ac9665f60f613a3a8025a870b147885c76a

NNIE converter tool

CPU

Linux-x86_64

mindspore-lite-1.6.1-linux-x64.tar.gz

bde6c05aa90193d6fc0431ac3ef7a2c7e36e77db072955db68d16d6a90cfbe64

NNIE inference runtime and benchmark tools

Hi3516D

Linux-aarch32

mindspore-lite-1.6.1-linux-aarch32.tar.gz

fc4ab99ae0fb4cad4a63dad591da8d20be624e29b563aba39bba8239c0d64bfc

Ascend inference runtime and benchmark/converter tools

Ascend310

Linux-x86_64

mindspore-lite-1.6.1-linux-x64.tar.gz

7b46fe61974d0295c1f816707e0330c26085ca5532c57f36b149fa851bcdbf7b

HarmonyOS lite runtime

Hi3516D

OpenHarmony-aarch32

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

mindspore-lite-1.6.0-android-aarch32.tar.gz

d043803cffc8a0b75409aab3e4039f1e86756cf618af1538a76865e9fa4fd481

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

CPU/GPU

Android-aarch64

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

mindspore-lite-1.6.0-linux-x64.tar.gz

90472996359f64509f38036ed8100605c76dcdc42453c2fc7156048eb981708c

Inference runtime and benchmark/codegen/converter tools

CPU

Windows-x86_64

mindspore-lite-1.6.0-win-x64.zip

4460b8f1bf321eca005074dccffb54d6d3164ba3f78ce34530ec20db4dbc9980

iOS inference runtime

CPU

iOS-aarch32

mindspore-lite-1.6.0-ios-aarch32.tar.gz

72fe007660abe9c51d0a1852b094fb52d8bbd1610c989e79c9858937102aa59f

iOS inference runtime

CPU

iOS-aarch64

mindspore-lite-1.6.0-ios-aarch64.tar.gz

51bd5f7c21477d7856bea33d31e059f578b6b964a7c43e440e97c44b186db4a4

NNIE converter tool

CPU

Linux-x86_64

mindspore-lite-1.6.0-linux-x64.tar.gz

81c2a5dadf51978d1c80f75c63fde4edefa2897792ac571fd33ffd35e338736b

NNIE inference runtime and benchmark tools

Hi3516D

Linux-aarch32

mindspore-lite-1.6.0-linux-aarch32.tar.gz

8133c2326e2defa3614f86592d5691fdb410a4296898e254a33cd33a7e519b16

HarmonyOS lite runtime

Hi3516D

OpenHarmony-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

mindspore-lite-1.5.0-android-aarch32.tar.gz

83101ffc38de6c33c94d09bddd0efed31c23f468f76694ecbec5623db5f04afd

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

CPU/GPU

Android-aarch64

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

mindspore-lite-1.5.0-linux-x64.tar.gz

2359084653c1ddb55da738d5daf65e2cb0b0426032232ae455a72f8960961823

Inference runtime and benchmark/codegen/converter tools

CPU

Windows-x64

mindspore-lite-1.5.0-win-x64.zip

2ed5d767be638787755c3855e28312d655e15219ad8bf500b43d6cea3a8d2dc6

iOS inference runtime

CPU

iOS-aarch32

mindspore-lite-1.5.0-ios-aarch32.tar.gz

b3cd43f694f051e996cb8b39ed30137f92a4c324adaaceac1d75aa995bd7deb1

iOS inference runtime

CPU

iOS-aarch64

mindspore-lite-1.5.0-ios-aarch64.tar.gz

9e919cdaf92fbb408ab169113182f7977d51409575e3a864a5a985a3004623d4

NNIE converter tool

CPU

Ubuntu-x64

mindspore-lite-1.5.0-linux-x64.tar.gz

ab424c967b9ead17cebf1ef353b8b8129b7725e57f045be94a235741d12326c8

NNIE inference runtime and benchmark tools

Hi3516D

Linux-aarch32

mindspore-lite-1.5.0-linux-aarch32.tar.gz

976ce83dc89f3ebeab9b706ce0b1a8f49cab7a2c19cd860446c3464164054ceb

HarmonyOS lite runtime

Hi3516D

OpenHarmony

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

mindspore-lite-1.5.0-android-aarch32.tar.gz

7317c9359bd6da97c389780a9a6f91987c512a794d3a367e42e411eaacb181e0

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

CPU/GPU

Android-aarch64

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

mindspore-lite-1.5.0-linux-x64.tar.gz

81451541762699c259d13dd1d5a985fde653aeaf91052471bb918eb4f5045f49

Inference runtime and benchmark/codegen/converter tools

CPU

Windows-x64

mindspore-lite-1.5.0-win-x64.zip

3ee80e7906f6173b805d985b51551c489bd23614b8747fb6e795a7303729913b

iOS inference runtime

CPU

iOS-aarch32

mindspore-lite-1.5.0-ios-aarch32.tar.gz

56a508d49605d46b65b84d4160155ebcbb21d1f9295baac1c96148f0a2b06e79

iOS inference runtime

CPU

iOS-aarch64

mindspore-lite-1.5.0-ios-aarch64.tar.gz

69af90551a97f6d36379431a63fc31ebff102809fc5ec7e7a48e566f3a578ad8

NNIE converter tool

CPU

Ubuntu-x64

mindspore-lite-1.5.0-linux-x64.tar.gz

ee0ec7fdc203a5106eccc02ca15c7543c4e6c957e605f8a9aaead4d966f10c4b

NNIE inference runtime and benchmark tools

Hi3516D

Linux-aarch32

mindspore-lite-1.5.0-linux-aarch32.tar.gz

477628889908fb64ae4b7b989c0181593f9c66bebf119f6a07437911879bff8b

HarmonyOS lite runtime

Hi3516D

OpenHarmony

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

mindspore-lite-1.3.0-android-aarch32.tar.gz

c1a950feec47a58871956cab74f0b6f76ad2f151dde990228782f76c0d8120df

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

CPU/GPU

Android-aarch64

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

mindspore-lite-1.3.0-linux-x64.tar.gz

2d0f77bb3c1a9489bc9511f334fb6cea3266d6bd4d600517b5aa7e58efab1310

Inference runtime and benchmark/codegen/converter tools

CPU

Windows-x64

mindspore-lite-1.3.0-win-x64.zip

40c1abdeb4c5f5353844e9798c6a0f20565a5a3bc6de7da3cdc4a2df6fa15ef7

iOS inference runtime

CPU

iOS-aarch32

mindspore-lite-1.3.0-ios-aarch32.tar.gz

b4bb1435887b04ce95be5429875e81c3e40a57b0c6182a35d58ea34b27d5fa5c

iOS inference runtime

CPU

iOS-aarch64

mindspore-lite-1.3.0-ios-aarch64.tar.gz

a28111c2bcc542a70ef98edfe007892855dcfcd9d40586fa98be962caefc26d3

NNIE converter tool

CPU

Ubuntu-x64

mindspore-lite-1.3.0-linux-x64.tar.gz

73f4dffde69d24a8d0574e771bc6131a45a8fc5ebd18b34fc7afd30a0d149cb1

NNIE inference runtime and benchmark tools

Hi3516D

Linux-aarch32

mindspore-lite-1.3.0-linux-aarch32.tar.gz

07a0d0a8a8f257c01d06fa33f57969eb68385b430f2f5a3a4b09dba463c361d9

HarmonyOS lite runtime

Hi3516D

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

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

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

mindspore-lite-1.2.0-linux-x64.tar.gz

3b609ed8be9e3ae70987d6e00421ad4720776d797133e72f6952ba6b93059062

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

CPU

Windows-x64

mindspore-lite-1.2.0-win-x64.zip

bf01851d7e2cde416502dce11bd2a86ef63e559f6dabba090405755a87ce14ae

Inference runtime(cpp)

CPU

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

mindspore-lite-1.1.0-converter-linux-x64.tar.gz

d449e38a8493c314d1b5b1a127f62269192da785b012ff892eda775dedca3d82

CPU

Windows-x64

mindspore-lite-1.1.0-converter-win-x64.zip

5e50b7701b97ebe784095f2ba954fc6c377eb157fbc9aaeae2497e38cc4ee212

MindSpore Lite Runtime (include image processing)

CPU/GPU/NPU

Android-aarch64/Android-aarch32

mindspore-lite-1.1.0-inference-android.tar.gz

a19de5706db57e97a5f04ef08e0e383f8ea497c70bb60e60d056b31a603c0243

CPU

Ubuntu-x64

mindspore-lite-1.1.0-inference-linux-x64.tar.gz

176256c2fbef775f1a44aaeccae0c4eea6a60f41fc0baece5479dcb378155f36

CPU

Windows-x64

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

mindspore-lite-1.1.0-train-converter-linux-x64.tar.gz

f95a9db98c84ec3d97f88383ecc3832582aa9737ed287c33703deb0b419acf25

MindSpore Lite Runtime (include image processing)

CPU

Android-aarch64/Android-aarch32

mindspore-lite-1.1.0-train-android.tar.gz

a6d8152f4e2d674c52af2c379f7d07858d30bc0dceef1dbc366e6fa16a5948b5

CPU

Ubuntu-x64

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.