Models trained with mainstream machine learning framworks such as Keras and Tensorflow Lite can be converted to SoftNeuro®'s DNN format.
SoftNeuro® can optimize your models so that maximum possible speed for each platform (CPU speed-up instructions, GPU, DSP, etc.) can be achieved without sacrificing accuracy.
SoftNeuro® is capable of encrypting the trained networks, minimizing the risk of leaking machine learning know-how and the learned model parameters.
SoftNeuro® is one of the world's fastest deep learning inference engines. It runs in a variety of platforms, and can make use of models that have been trained using mainstream deep learning frameworks.
For instance, you can take a model trained on a desktop using Tensorflow or PyTorch, convert it to SoftNeuro model format, and run the converted model on a mobile phone, a Rasberry Pi, or a desktop. You can also tune the model to maximise the speed on each device.
You can find some interesting details about SoftNeuro's development here.
|Intel CPU ※1||Arm CPU ※2||Other|
|Linux ※3||CUDA ※4
※1: supports Intel Advanced Vector Extensions 2 (AVX2)
※2: supports Armv8, and Armv8.2 architectures
※3: only the 64-bit versions are supported
※4: supports CUDA version 10.0(Arm), 10.2(Arm, Intel)
※: supports Python 3.6, 3.7, 3.8
check Supported Environments in docs for details
Call To Action
You now have a limited-time opportunity to try SoftNeuro for free!Download Free Trial
Available until December 31st, 2021 for experimental and non-commercial use only
SoftNeuro® received the Vision Product of the Year Award for the Best AI Technology at the 2018 Embedded Vision Summit, hosted by Embedded Vision Alliance.
"Deep learning is bringing visual understanding capabilities to a growing variety of applications. But deep learning algorithms consume massive amounts of computation. Fitting these algorithms into mobile and embedded platforms is a key challenge. Morpho's SoftNeuro is a welcome take an innovative approach to addressing this important challenge."
Jeff Bier (Founder, Embedded Vision Alliance)
Frequently Asked Questions
How long can I use SoftNeuro for free?
The free trial period lasts until December 31st, 2021.
Is it possible to use for commercial purposes?
No, you can't. This "SoftNeuro Free Trial" is a service to experience and evaluate the deep learning inference engine "SoftNeuro" on the premise of non-commercial use.
i) Not to be paid in any way
ii) Not intended for the production of deliverables for profit-making purposes
iii) Not intended to provide commercial services
If you are interested in using our products for commercial purposes, please contact us from email@example.com. Our staff will contact you shortly.
How do I use SoftNeuro?
Documentation can be found here.
Who can receive a 1000 Yen Amazon gift card?
Approximately two weeks after downloading the SDK, the SoftNeuro Free Trial Support Team (firstname.lastname@example.org) will send you a “User Survey” created with Google Forms.
All respondents of this survey will receive a 1000 Yen Amazon(.co.jp) gift card by email.
The User Survey - and the gift card - will be sent to the address you entered when downloading the SDK.
Note: this gift is limited to one card per person.