"We’re proving that on-chip AI, close to the sensor, has a sensational future, for our customers’ products, as well as the planet."
Hi Sirod69,
This Qualcomm patent application relates to a large split NN over 2 or more SoCs because the weights are too large for the on SoC memory of a single NN SoC.
US2020250545A1 SPLIT NETWORK ACCELERATION ARCHITECTURE
Priority: 20190206
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[0022] As noted, an artificial intelligence accelerator may be used to train a neural network. Training of a neural network generally involves determining one or more weights associated with the neural network. For example, the weights associated with a neural network are determined by hardware acceleration using a deep learning accelerator. Once the weights associated with a neural network are determined, an inference may be performed using the trained neural network, which computes results (e.g., activations) by processing input data based on the weights associated with the trained neural network.
[0023] In practice, however, a deep learning accelerator has a fixed amount of memory (e.g., static random access memory (SRAM) with a capacity of 128 megabytes (MB)). As a result, the capacity of a deep learning accelerator is sometimes not large enough to accommodate and store a single network. For example, some networks have weights of a larger size than the fixed amount of memory available from the deep learning accelerator. One solution to accommodate large networks is to split the weights into a separate storage device (e.g., a dynamic random access memory (DRAM)). These weights are then read from the DRAM during each inference. This implementation, however, uses more power and can result a memory bottleneck.
[0024] Another solution to accommodate large networks is splitting the network into multiple pieces and passing intermediate results from one accelerator to another through a host. Unfortunately, passing intermediate inference request results through the host consumes host bandwidth. For example, using a host interface (e.g., a peripheral component interconnect express (PCIe) interface) to pass intermediate inference request results consumes the host memory bandwidth. In addition, passing intermediate inference request results through the host (e.g., a host processor) consumes central processing unit cycles of the host processor and adds latency to an overall inference calculation.
[0025] One aspect of the present disclosure splits a large neural network into multiple, separate artificial intelligence (AI) inference accelerators (AIIAs). Each of the separate AI inference accelerators may be implemented in a separate system-on-chip (SoC). For example, each AI inference accelerator is allocated and stores a fraction of the weights or other parameters of the neural network. Intermediate inference request results are passed from one AI inference accelerator to another AI inference accelerator independent of a host processor. Thus, the host processor is not involved with the transfer of the intermediate inference request results.
The system passes partial results from one partial NN SoC to another NN SoC.
Now, I don't know how his differs from having 2 or more Akida 1000s connected up.
But, if Qualcomm think they've invented it, that suggests that 2 years ago, they were not planning to use Akida.
Our patent has a priority of 20181101 which pre-dates Qualcomm's priority by 3 months.
Long time reader, first time poster....![]()
Mercedes-Benz: Distronic kann langsamere Autos automatisch überholen
Zur CES stellt Mercedes-Benz eine erweiterte Funktionalität der Distronic vor, die künftig auch automatische Spurwechsel durchführen soll.www.computerbase.de
google-translator:
"....
Automatic lane change according to SAE Level 2
Automatic lane change will be added to the car manufacturer's driver assistance systems in the future. The new feature should enable the car to automatically initiate a lane change and overtake slower vehicles when the cruise control is switched on. With the new function, it should be emphasized that it is an extension of partially automated driving according to SAE Level 2, so that the driver retains responsibility at all times and, among other things, must keep his hands on the wheel.
The automatic lane change docks onto existing features of the Distronic and the active steering assistant. If the Distronic is active, this automatically also applies to the active steering assistant, which according to the manufacturer should "take care of the rest". In concrete terms, radar sensors and cameras constantly monitor the car's surroundings in order to detect and eventually overtake slower vehicles. After overtaking, the vehicle can also provide assistance when changing back to the original lane. The feature is also designed to support active route guidance when approaching motorway junctions or exits by initiating automatic lane changes.
The Drive Pilot (test), which has already been introduced in Germany, is an SAE Level 3 system in which responsibility is handed over to the vehicle and the driver can legally devote himself to other tasks such as the in-car office, games and videos allowed. After the introduction first in Germany, Mercedes-Benz also wants to bring the Drive Pilot to the USA. The company has applied for certification in California and Nevada and, once approved, plans to launch the Drive Pilot there later this year.
What about brainchip saying, socionext and VVDN will showcase akida?So it appears that these presentations focus entirely on the consumer experience rather than the specific technology behind the scenes. CES is all about showcasing each company's end product and not each component therein. I don't think AKIDA will get much of a mention here. Our only real insight to customer uptake will be the financials, just like the CEO said. I think the Mercedes announcement last year was an anomaly, one that they and others are not willing to repeat.
I'm sorry, I found that boring as batshit - doesn't TESLA have automatic lane changes etc? Not quite as groundbreaking as I was expecting....![]()
Mercedes-Benz: Distronic kann langsamere Autos automatisch überholen
Zur CES stellt Mercedes-Benz eine erweiterte Funktionalität der Distronic vor, die künftig auch automatische Spurwechsel durchführen soll.www.computerbase.de
google-translator:
"....
Automatic lane change according to SAE Level 2
Automatic lane change will be added to the car manufacturer's driver assistance systems in the future. The new feature should enable the car to automatically initiate a lane change and overtake slower vehicles when the cruise control is switched on. With the new function, it should be emphasized that it is an extension of partially automated driving according to SAE Level 2, so that the driver retains responsibility at all times and, among other things, must keep his hands on the wheel.
The automatic lane change docks onto existing features of the Distronic and the active steering assistant. If the Distronic is active, this automatically also applies to the active steering assistant, which according to the manufacturer should "take care of the rest". In concrete terms, radar sensors and cameras constantly monitor the car's surroundings in order to detect and eventually overtake slower vehicles. After overtaking, the vehicle can also provide assistance when changing back to the original lane. The feature is also designed to support active route guidance when approaching motorway junctions or exits by initiating automatic lane changes.
The Drive Pilot (test), which has already been introduced in Germany, is an SAE Level 3 system in which responsibility is handed over to the vehicle and the driver can legally devote himself to other tasks such as the in-car office, games and videos allowed. After the introduction first in Germany, Mercedes-Benz also wants to bring the Drive Pilot to the USA. The company has applied for certification in California and Nevada and, once approved, plans to launch the Drive Pilot there later this year.
I hope so, it will be interesting to see how much they reveal and how thoroughly they promote the technology. MERC have said nothing to reinforce the advantages that AKIDA has specifically given them.What about brainchip saying, socionext and VVDN will showcase akida?
Is that not happening.
Yes listened to it and no mention of brainchip/akida. Do you know when socionext or VVDN presenting.I hope so, it will be interesting to see how much they reveal and how thoroughly they promote the technology. MERC have said nothing to reinforce the advantages that AKIDA has specifically given them.
Is this going to be Qualcomms answer to "what happens if I lose access to the cloud"?A press release from Qualcomm
EDIT: could Iridium be the large communication company?
![]()
Qualcomm Introduces Snapdragon Satellite, The World's First Satellite-Based Solution Capable of Supporting Two-Way Messaging for Premium Smartphones and Beyond | Qualcomm
Learn more about Snapdragon Satellite, the world's first satellite-based solution that supports two-way messaging for premium smartphones and more.www.qualcomm.com
Let’s just hope they aren’t all supplied by local diesel powered generators!Initially in US and Canada......10000 charging stations
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Mercedes-Benz Plans to Install Its Own Network of EV Chargers
I am not a lawyer anymore and was never a patent lawyer but there is a single core proposition which I think will make a patent secure and it is as follows.How different does a patent have to be to not violate patent law?
My understanding there is no formula, such as a 20 percent difference being enough to avoid infringement. Instead, inventors should follow the requirements of distinctiveness: being novel and non-obvious
To qualify for a design patent, the subject must be new in the sense that no single, identical design exists in the prior art, it must satisfy the ornamental standards, and it must be original to the inventor or inventors seeking protection.
Apparently, the patent description should include everything that makes your invention new. It must also include the information necessary for an average person to make your invention. Together with the claims component, a patent description is known as the specification
So PVDM and others at BRN have already registered patents and continue to register new patents with our patent lawyers expert advice etc and the Akida patents can be obscure enough and lack detail to not give away the secret sauce of Akida, then it appears the patent must also include the information for an average person to make your invention.
Who is this average person? Lol
Note - I’m sure Diogenese and FACTFINDER may have a very logical answer as a reply to the above.![]()
...and so long as we aren't in the shit too!Here's a toilet with a urine sensor. I don't think "wee" are in it though.
![]()
This Futuristic Toilet Sensor Reads Your Pee to Measure Health
Best of CES: Tracking your health is getting more intimate in 2023, thanks to this smart toilet sensor.www.cnet.com
I am pretty sure that if they are saying they will be demo'ing something with socionext, prophesee, VVDN, and NVISO.... that they will indeed be doing it... as per https://finance.yahoo.com/news/brainchip-joins-technology-partners-during-170000207.html and https://nviso.ai/en/news/nviso-s-la...l-neuromorphic-processor-platform-at-ces-2023What about brainchip saying, socionext and VVDN will showcase akida?
Is that not happening.
Just checking. Do you have any details, links?I am pretty sure that if they are saying they will be demo'ing something with socionext, prophesee, VVDN, and NVISO.... that they will indeed be doing it... as per https://finance.yahoo.com/news/brainchip-joins-technology-partners-during-170000207.html
This isn't new. This hasn't changed. Why would you think that it is not happening?
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