Downloading MindSpore Lite

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.

1.10.1

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.