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 ideal choice for mid-range requirements
The PowerVR AX3365 delivers up to 2.0 TOPS performance in a small silicon area.
Overview
The PowerVR AX3365 delivers up to 2.0 TOPS performance in a small silicon area. With its low power consumption, it is ideal for mid-range smartphones, smart surveillance and DTV/set-top box video content.
Key features
- API support
- IMG DNN API
- Android NN HAL
- Framework Support
- Caffe
- TensorFlow
- Bus interface
- AXI4
- Memory system
- Virtual Memory
- TOPS
- 2.0 TOPS
- MACs per clock rate
- 8-bit: 1024 MACs/clk
- 16-bit: 256 MACs/clk
- Architecture
- PowerVR Series3NX
- Markets
- Mid-range smartphone
- Smart surveillance
- DTV and set-top content
- Features
- Security
- Lossless weight compression
Specifications
Identity
Part Number
PowerVR AX3365
Vendor
Imagination Technologies Group Ltd.
Type
Silicon IP
Files
Note: some files may require an NDA depending on provider policy.
Provider
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Frequently asked questions about NPU IP cores
What is PowerVR Neural Network Accelerator - The ideal choice for mid-range requirements?
PowerVR Neural Network Accelerator - The ideal choice for mid-range requirements 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.