A chip up to 20x more efficient than the NVIDIA Jetson.
We designed a compute architecture from scratch that combines systolic arrays and vector processing in a unified engine with multiple architectural optimizations. The result is extremely high hardware utilization and be one of the smallest logic-footprint compute engines developed so far delivering up to 20x more efficient computation.
A chip up to 20x more efficient than the NVIDIA Jetson.
We designed a compute architecture from scratch that combines systolic arrays and vector processing in a unified engine with multiple architectural optimizations. The result is extremely high hardware utilization and be one of the smallest logic-footprint compute engines developed so far delivering up to 20x more efficient computation.
A chip up to 20x more efficient than the NVIDIA Jetson.
We designed a compute architecture from scratch that combines systolic arrays and vector processing in a unified engine with multiple architectural optimizations. The result is extremely high hardware utilization and be one of the smallest logic-footprint compute engines developed so far delivering up to 20x more efficient computation.
Logic Circuits Optimized for GPT Architecture
Matrix–matrix multiplication, softmax, element-wise operations, and many other operators are executed with high efficiency.
Hardware Architecture
from GPT workloads
Our architecture is designed specifically for GPT workloads. By analyzing the full attention kernel including matrix multiplication, quantization, normalization and data movement we derived a hardware architecture optimized for the most critical operations. The design combines systolic arrays and vector processing units with optimized data paths to maximize utilization and minimize memory movement overhead.
Optimized Software
for this hardware
Our software stack analyzes the compute graph and maps operations efficiently onto the hardware architecture. Operators are carefully scheduled to maximize utilization of matrix multiplication, quantization, and data movement units while maintaining general compute support for evolving workloads.
Hardware Architecture
Hardware architecture built to run GPT architecture almost at full utilization.
Low Latency
Custom hardware blocks for real-time performance.
Power Efficiency
No idle cycles or blocking operations.
Flexible
Modular compute instructions to implement any compute workloads.
Optimized Software
Mapping the compute chain with maximum efficiency to freshly generated hardware.
Advance Scheduling
We have efficient implementations for matrix-matrix multiplication, softmax and other critical operations to reach %90 or more utilization.
Hardware-Oriented Software
Software is co-designed with hardware. Every instruction is scheduled with an awareness of logic placement, timing, and resources.
AI at the Edge Devices
We enable complex AI models—LLMs, vision transformers, and VLA architectures—to run efficiently on edge devices. Our compute design delivers high performance with low power usage, while keeping data local for maximum privacy and responsiveness.
Drone
Modern drones demand real-time decision-making on the edge. By running advanced vision models and navigation algorithms locally—with low power and zero cloud dependency—we unlock faster response times, greater autonomy, and enhanced privacy in the air.
Autonomous Vehicles
From perception to planning, autonomous vehicles require high-throughput AI at ultra-low latency. Our architecture enables complex models like vision transformers and sensor fusion networks to run locally—boosting safety, reliability, and performance without relying on the cloud.
Robotics
Robots need to perceive, decide, and act—all in real time. By running AI models directly on-device, from object detection to motion planning, we enable responsive, power-efficient robotics that operate reliably in dynamic environments without cloud latency.
Off-Cloud Solutions
Our architecture powers AI without the cloud—keeping data local, secure, and fast. From enterprise systems to remote edge devices, we enable complex models to run independently, reducing latency, preserving privacy, and cutting infrastructure costs.
Drone
Modern drones demand real-time decision-making on the edge. By running advanced vision models and navigation algorithms locally—with low power and zero cloud dependency—we unlock faster response times, greater autonomy, and enhanced privacy in the air.
Autonomous Vehicles
From perception to planning, autonomous vehicles require high-throughput AI at ultra-low latency. Our architecture enables complex models like vision transformers and sensor fusion networks to run locally—boosting safety, reliability, and performance without relying on the cloud.
Robotics
Robots need to perceive, decide, and act—all in real time. By running AI models directly on-device, from object detection to motion planning, we enable responsive, power-efficient robotics that operate reliably in dynamic environments without cloud latency.
Off-Cloud Solutions
Our architecture powers AI without the cloud—keeping data local, secure, and fast. From enterprise systems to remote edge devices, we enable complex models to run independently, reducing latency, preserving privacy, and cutting infrastructure costs.
Drone
Modern drones demand real-time decision-making on the edge. By running advanced vision models and navigation algorithms locally—with low power and zero cloud dependency—we unlock faster response times, greater autonomy, and enhanced privacy in the air.
Autonomous Vehicles
From perception to planning, autonomous vehicles require high-throughput AI at ultra-low latency. Our architecture enables complex models like vision transformers and sensor fusion networks to run locally—boosting safety, reliability, and performance without relying on the cloud.
Robotics
Robots need to perceive, decide, and act—all in real time. By running AI models directly on-device, from object detection to motion planning, we enable responsive, power-efficient robotics that operate reliably in dynamic environments without cloud latency.
Off-Cloud Solutions
Our architecture powers AI without the cloud—keeping data local, secure, and fast. From enterprise systems to remote edge devices, we enable complex models to run independently, reducing latency, preserving privacy, and cutting infrastructure costs.
Drone
Modern drones demand real-time decision-making on the edge. By running advanced vision models and navigation algorithms locally—with low power and zero cloud dependency—we unlock faster response times, greater autonomy, and enhanced privacy in the air.
Autonomous Vehicles
From perception to planning, autonomous vehicles require high-throughput AI at ultra-low latency. Our architecture enables complex models like vision transformers and sensor fusion networks to run locally—boosting safety, reliability, and performance without relying on the cloud.
Robotics
Robots need to perceive, decide, and act—all in real time. By running AI models directly on-device, from object detection to motion planning, we enable responsive, power-efficient robotics that operate reliably in dynamic environments without cloud latency.
Off-Cloud Solutions
Our architecture powers AI without the cloud—keeping data local, secure, and fast. From enterprise systems to remote edge devices, we enable complex models to run independently, reducing latency, preserving privacy, and cutting infrastructure costs.
Drone
Modern drones demand real-time decision-making on the edge. By running advanced vision models and navigation algorithms locally—with low power and zero cloud dependency—we unlock faster response times, greater autonomy, and enhanced privacy in the air.
Autonomous Vehicles
From perception to planning, autonomous vehicles require high-throughput AI at ultra-low latency. Our architecture enables complex models like vision transformers and sensor fusion networks to run locally—boosting safety, reliability, and performance without relying on the cloud.
Robotics
Robots need to perceive, decide, and act—all in real time. By running AI models directly on-device, from object detection to motion planning, we enable responsive, power-efficient robotics that operate reliably in dynamic environments without cloud latency.
Off-Cloud Solutions
Our architecture powers AI without the cloud—keeping data local, secure, and fast. From enterprise systems to remote edge devices, we enable complex models to run independently, reducing latency, preserving privacy, and cutting infrastructure costs.
Drone
Modern drones demand real-time decision-making on the edge. By running advanced vision models and navigation algorithms locally—with low power and zero cloud dependency—we unlock faster response times, greater autonomy, and enhanced privacy in the air.
Autonomous Vehicles
From perception to planning, autonomous vehicles require high-throughput AI at ultra-low latency. Our architecture enables complex models like vision transformers and sensor fusion networks to run locally—boosting safety, reliability, and performance without relying on the cloud.
Robotics
Robots need to perceive, decide, and act—all in real time. By running AI models directly on-device, from object detection to motion planning, we enable responsive, power-efficient robotics that operate reliably in dynamic environments without cloud latency.
Off-Cloud Solutions
Our architecture powers AI without the cloud—keeping data local, secure, and fast. From enterprise systems to remote edge devices, we enable complex models to run independently, reducing latency, preserving privacy, and cutting infrastructure costs.
Drone
Modern drones demand real-time decision-making on the edge. By running advanced vision models and navigation algorithms locally—with low power and zero cloud dependency—we unlock faster response times, greater autonomy, and enhanced privacy in the air.
Autonomous Vehicles
From perception to planning, autonomous vehicles require high-throughput AI at ultra-low latency. Our architecture enables complex models like vision transformers and sensor fusion networks to run locally—boosting safety, reliability, and performance without relying on the cloud.
Robotics
Robots need to perceive, decide, and act—all in real time. By running AI models directly on-device, from object detection to motion planning, we enable responsive, power-efficient robotics that operate reliably in dynamic environments without cloud latency.
Off-Cloud Solutions
Our architecture powers AI without the cloud—keeping data local, secure, and fast. From enterprise systems to remote edge devices, we enable complex models to run independently, reducing latency, preserving privacy, and cutting infrastructure costs.
Drone
Modern drones demand real-time decision-making on the edge. By running advanced vision models and navigation algorithms locally—with low power and zero cloud dependency—we unlock faster response times, greater autonomy, and enhanced privacy in the air.
Autonomous Vehicles
From perception to planning, autonomous vehicles require high-throughput AI at ultra-low latency. Our architecture enables complex models like vision transformers and sensor fusion networks to run locally—boosting safety, reliability, and performance without relying on the cloud.
Robotics
Robots need to perceive, decide, and act—all in real time. By running AI models directly on-device, from object detection to motion planning, we enable responsive, power-efficient robotics that operate reliably in dynamic environments without cloud latency.
Off-Cloud Solutions
Our architecture powers AI without the cloud—keeping data local, secure, and fast. From enterprise systems to remote edge devices, we enable complex models to run independently, reducing latency, preserving privacy, and cutting infrastructure costs.
Drone
With their autonomous flight capability, AI-powered data analysis and wide range of applications, drones are redefining the way industries work.
Autonomous Vehicles
Equipped with sensors, machine learning and advanced navigation systems, autonomous vehicles are making the future of transportation safe, efficient and sustainable.
Robotics
Advancing human-machine collaboration, robotic technologies are taking efficiency and automation to a new level in many areas from production to health.
Off-Cloud Solutions
Centered on data security and independent processing power, off-cloud solutions offer low-latency, high-performance computing infrastructures for critical systems.
Drone
With their autonomous flight capability, AI-powered data analysis and wide range of applications, drones are redefining the way industries work.
Autonomous Vehicles
Equipped with sensors, machine learning and advanced navigation systems, autonomous vehicles are making the future of transportation safe, efficient and sustainable.
Robotics
Advancing human-machine collaboration, robotic technologies are taking efficiency and automation to a new level in many areas from production to health.
Off-Cloud Solutions
Centered on data security and independent processing power, off-cloud solutions offer low-latency, high-performance computing infrastructures for critical systems.
Drone
With their autonomous flight capability, AI-powered data analysis and wide range of applications, drones are redefining the way industries work.
Autonomous Vehicles
Equipped with sensors, machine learning and advanced navigation systems, autonomous vehicles are making the future of transportation safe, efficient and sustainable.
Robotics
Advancing human-machine collaboration, robotic technologies are taking efficiency and automation to a new level in many areas from production to health.
Off-Cloud Solutions
Centered on data security and independent processing power, off-cloud solutions offer low-latency, high-performance computing infrastructures for critical systems.
Drone
With their autonomous flight capability, AI-powered data analysis and wide range of applications, drones are redefining the way industries work.
Autonomous Vehicles
Equipped with sensors, machine learning and advanced navigation systems, autonomous vehicles are making the future of transportation safe, efficient and sustainable.
Robotics
Advancing human-machine collaboration, robotic technologies are taking efficiency and automation to a new level in many areas from production to health.
Off-Cloud Solutions
Centered on data security and independent processing power, off-cloud solutions offer low-latency, high-performance computing infrastructures for critical systems.
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