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
Note: some files may require an NDA depending on provider policy.
Provider
Learn more about NPU IP core
Embarrassingly Parallel Problems: Definitions, Challenges and Solutions
Benchmarking an NPU at Scale
With every SDK release, Quadric automatically recompiles and re-profiles the entire model zoo across a broad sweep of hardware configurations. The results land in DevStudio for any SoC architect to explore — no sales call, no handpicked numbers.
Your NPU Learned to Listen
Whisper runs end-to-end on Chimera. Encoder and decoder compiled as native GPNPU kernels, INT4 weights, FP16 attention, top-1 token match against the float32 reference. Scales to four cores with a flag, no recompile.
Can Your NPU Run DOOM? Chimera Can.
Is your NPU DOOMed? Quadric's Chimera GPNPU runs every AI model — and a complete DOOM engine. Find out why Quadric is different.
Heterogeneous NPU Data Movement Tax: Intel's Own Slides Tell the Story
At Quadric, we have long argued that heterogeneous NPU designs — those that stitch together multiple specialized fixed-function engines — carry an unavoidable hidden cost: data has to move. A lot. And data movement burns power, adds latency, and creates silicon-area overhead that scales with every new generation of AI models. Now, Intel has made that case for us.
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.