APARAJIT Mega AI Accelerator IP

APARAJIT FAMILY MID-RANGE CONFIGURATION 4 + 4 CORE

Multi-Core AI Accelerator IP for Advanced Intelligent Computing and System-on-Chip (SoC) Development

Built for Scalable AI Acceleration

APARAJIT Mega is the highest-capacity configuration in the APARAJIT AI Accelerator IP family. It combines 64 AJIT Processor Cores with 64 APARA AI Accelerator Cores, providing a scalable semiconductor platform for AI inference, tensor processing, parallel computing, and advanced intelligent computing applications.

Built on the common APARAJIT architecture, APARAJIT Mega shares the same hardware and software architecture as APARAJIT Micro and APARAJIT Mini. This enables engineering teams to develop applications on a common platform while scaling across product configurations as computing and deployment requirements evolve.

APARAJIT Mega is designed for organisations developing Edge HPC platforms, real-time telemetry systems, dense signal processing applications, portable compute solutions, and large-scale AI inference workloads requiring programmable processing together with dedicated AI acceleration.

4 + 4

AJIT CORES + APARA AI CORES

256 Ops/Cyc

PEAK (FP4 / INT4)

4 × MIMD

INDEPENDENT THREADS PER CORE

8

HARDWARE EXECUTION LANES

256-bit

LOAD / STORE WIDTH
– Why APARAJIT Mega?

Greater processing capability, same architecture.

Advanced semiconductor platforms require significantly greater AI compute capability while maintaining a consistent hardware and software architecture.

APARAJIT Mega combines 64 AJIT Processor Cores with 64 APARA AI Accelerator Cores to provide scalable programmable processing and AI acceleration within a unified semiconductor architecture.

As part of the APARAJIT product family, APARAJIT Mega maintains software portability across Micro, Mini, and Mega configurations, enabling engineering teams to scale product development while preserving a consistent development workflow.

Specification APARAJIT Mega
AJIT Processor Cores 64
APARA AI Accelerator Cores 64
Applications Edge HPC, Real-Time Telemetry, Dense Signal Processing, Portable Compute, Inference at Scale
– Technical specifications

APARA AI Accelerator performance and architecture.

Compute Performance

FP4 / INT4 256 Ops/Cycle
FP8 / INT8 128 Ops/Cycle
FP16 / INT16 64 Ops/Cycle
FP32 / INT32 16 Ops/Cycle
FP64 / INT64 8 Ops/Cycle

APARA Architecture

Execution Model 4 Independent MIMD Threads
Hardware Execution Lanes 8
Instruction Cache 16 KB Bundled Instruction Cache
Memory Banks 4 Parallel Memory Banks
DMA Dedicated DMA Engine
Load / Store Width 256-bit
– Architecture overview

One unified semiconductor architecture, scaled up.

APARAJIT Mega integrates 64 AJIT Processor Cores with 64 APARA AI Accelerator Cores within a unified semiconductor architecture for advanced AI-enabled embedded systems and intelligent computing platforms.
The APARA AI Accelerator architecture incorporates four independent MIMD threads, eight hardware execution lanes, four parallel memory banks, a dedicated DMA engine, a bundled 16 KB instruction cache, and a 256-bit load/store interface. It supports AI inference, tensor processing, and parallel computing across FP4/INT4, FP8/INT8, FP16/INT16, FP32/INT32, and FP64/INT64 precision formats.

As part of the APARAJIT AI Accelerator IP family, APARAJIT Mega shares a common hardware and software architecture with APARAJIT Micro and APARAJIT Mini, enabling software portability and scalable product development across deployment configurations.

– Key features

What APARAJIT Mega provides.

Sixty-Four AJIT Processor Cores

Integrates 64 AJIT Processor Cores to provide scalable programmable processing and system control for advanced intelligent computing platforms.

Sixty-Four APARA AI Accelerator Cores

Includes 64 APARA AI Accelerator Cores designed for AI inference, tensor processing, and parallel computing workloads.

Common APARAJIT Architecture

It shares the same hardware and software architecture as APARAJIT Micro and APARAJIT Mini, enabling software portability across the APARAJIT product family.

Integrated Memory Architecture

Features four parallel memory banks, a dedicated DMA engine, a bundled 16 KB instruction cache, and a 256-bit load/store interface for efficient data movement.

Multiple Precision Support

Supports FP4/INT4, FP8/INT8, FP16/INT16, FP32/INT32, and FP64/INT64 precision formats for AI inference, tensor processing, and parallel computing workloads.

– Applications

Where APARAJIT Mega fits.

Edge HPC

Provides scalable AI acceleration for Edge High-Performance Computing (Edge HPC) platforms requiring parallel computing and intelligent processing.

Real-Time Telemetry

Supports telemetry systems requiring low-latency AI inference, intelligent data processing, and real-time analysis.

Dense Signal Processing

Accelerates complex signal processing workloads across advanced embedded and intelligent computing platforms.

Portable Compute

Provides scalable AI acceleration for portable computing platforms requiring programmable processing and intelligent computing capabilities.

Inference at Scale

Supports large-scale AI inference workloads across advanced semiconductor platforms and intelligent computing systems.

– Why Choose APARAJIT Mega

Why Choose APARAJIT Mega?

  • 64 AJIT Processor Cores
  • 64 APARA AI Accelerator Cores
  • Common APARAJIT Architecture
  • Multiple Floating-Point and Integer Precision Formats
  • Software Portability Across the APARAJIT Product Family
  • Licensable Semiconductor IP for Custom System-on-Chip (SoC) Integration

– Inside the stack

Build with APARAJIT Mega

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