Semiconductor & Computer Engineering
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Difference between revisions of "neural processor"
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NPUs sometimes go by similar names such as a ''tensor processing unit'' (''TPU''), ''neural network processor'' (''NNP'') and ''intelligence processing unit'' (''IPU'') as well as ''vision processing unit'' (''VPU'') and ''graph processing unit'' (''GPU''). | NPUs sometimes go by similar names such as a ''tensor processing unit'' (''TPU''), ''neural network processor'' (''NNP'') and ''intelligence processing unit'' (''IPU'') as well as ''vision processing unit'' (''VPU'') and ''graph processing unit'' (''GPU''). | ||
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| + | == Overview == | ||
| + | {{empty section}} | ||
== List of machine learning processors == | == List of machine learning processors == | ||
| − | {| | + | <!-- Alphabetized --> |
| − | + | {{collist | |
| − | + | | count = 3 | |
| − | + | | | |
| − | + | * [[Alibaba]], Ali-NPU | |
| − | + | * [[Amazon]], {{amazon|AWS Inferentia}} | |
| − | + | * [[Apple]], Neural Engine | |
| − | + | * [[Baidu]], {{baidu|Kunlun}} | |
| − | + | * [[Bitmain]], {{bitmain|Sophon}} | |
| − | + | * [[Cambricon]], {{cambricon|MLU}} | |
| − | + | * [[Flex Logix]], InferX | |
| − | + | * [[Google]], {{google|TPU}} | |
| − | + | * [[Graphcore]], {{graphcore|IPU}} | |
| − | + | * [[Groq]], | |
| − | + | * [[Hailo]], Hailo-8 | |
| − | + | * [[Huawei]], Ascend | |
| − | + | * [[Intel]], {{nervana|NNP}}, {{movidius|Myriad}}, {{mobileye|EyeQ}} | |
| − | + | * [[Kendryte]], K210 | |
| − | + | * [[NationalChip]], Neural Processing Unit (NPU) | |
| − | + | * [[Nvidia]], {{nvidia|NVDLA|l=arch}}, {{nvidia|Xavier}} | |
| − | + | * [[Samsung]], Neural Processing Unit (NPU) | |
| − | + | * [[Wave Computing]], DPU | |
| − | + | }} | |
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{{expand list}} | {{expand list}} | ||
Revision as of 13:04, 14 May 2019
A neural processor or a neural processing unit (NPU) is a microprocessor that specializes in the acceleration of machine learning algorithms, typically by operating on predictive models such as artificial neural networks (ANNs) or random forests (RFs).
NPUs sometimes go by similar names such as a tensor processing unit (TPU), neural network processor (NNP) and intelligence processing unit (IPU) as well as vision processing unit (VPU) and graph processing unit (GPU).
Overview
 |
This section is empty; you can help add the missing info by editing this page. |
List of machine learning processors
- Alibaba, Ali-NPU
- Amazon, AWS Inferentia
- Apple, Neural Engine
- Baidu, Kunlun
- Bitmain, Sophon
- Cambricon, MLU
- Flex Logix, InferX
- Google, TPU
- Graphcore, IPU
- Groq,
- Hailo, Hailo-8
- Huawei, Ascend
- Intel, NNP, Myriad, EyeQ
- Kendryte, K210
- NationalChip, Neural Processing Unit (NPU)
- Nvidia, NVDLA, Xavier
- Samsung, Neural Processing Unit (NPU)
- Wave Computing, DPU
This list is incomplete; you can help by expanding it.