Shrinking LLMs with Self-Compression
Discover how Self-Compression effectively reduces language model sizes, enhancing efficiency for on-device inference while maintaining predictive quality, ideal for resource-limited settings.
Vendor:
Imagination Technologies Group Ltd.
Category:
NPU
PowerVR Neural Network Accelerator - The ultimate solution for high-end neural networks acceleration
With more than double the performance of the previous generation, the PowerVR AX3595 is the flagship of our new range of single-c…
Overview
With more than double the performance of the previous generation, the PowerVR AX3595 is the flagship of our new range of single-core designs. More than this, it’s the fundamental engine that delivers the design flexibility to scale down to minimal silicon area for IoT devices. Packing 10 TOPS into a single core, the PowerVR AX3595 sits at an ideal price/performance point for ultra-premium smartphones, smart cameras, high-end surveillance and automotive entertainment.
Key features
- API support
- IMG DNN API
- Android NN HAL
- Framework Support
- Caffe
- TensorFlow
- Bus interface
- AXI4
- Memory system
- Virtual Memory
- TOPS
- 10.0 TOPS
- MACs per clock rate
- 8-bit: 4096 MACs/clk
- 16-bit: 1024 MACs/clk
- Architecture
- PowerVR Series3NX
- Markets
- Ultra-premium smartphone
- Smart surveillance
- Automotive infotainment
- Features
- Security
- Lossless weight compression
Specifications
Identity
Part Number
PowerVR AX3595
Vendor
Imagination Technologies Group Ltd.
Type
Silicon IP
Files
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Provider
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Frequently asked questions about NPU IP cores
What is PowerVR Neural Network Accelerator - The ultimate solution for high-end neural networks acceleration?
PowerVR Neural Network Accelerator - The ultimate solution for high-end neural networks acceleration is a NPU IP core from Imagination Technologies Group Ltd. listed on Semi IP Hub.
How should engineers evaluate this NPU?
Engineers should review the overview, key features, supported foundries and nodes, maturity, deliverables, and provider information before shortlisting this NPU IP.
Can this semiconductor IP be compared with similar products?
Yes. Buyers can compare this product with similar semiconductor IP cores or IP families based on category, provider, process options, and structured technical specifications.