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AutoMap software tool is designed to automate the exploration and approximation processes across both hardware and software abstraction layers, significantly enhancing efficiency and accuracy in design. By leveraging advanced algorithms, it systematically evaluates various design configurations to identify the optimal balance between performance, power, and area. This automation not only speeds up the development cycle but also empowers designers to make more informed decisions, ultimately leading to higher quality products.

AutoMap Framework

Exclusive Features

Derive optimal HW/SW co-design with the minimum effort

AutoMap Framework

Speedup DSE

Fast Design-Space Exploration (DSE) is crucial for frameworks that apply approximate computing techniques, as it allows for rapid iteration and optimization of configurations to best meet specific accuracy and performance targets. By quickly navigating through various trade-offs between computation precision and resource efficiency, such frameworks can significantly accelerate the deployment of energy-efficient and high-performance applications. This speed is essential in dynamic environments where time-to-market and adaptability are key competitive advantages.

AutoMap Framework

Novel Approximation Techniques

Our framework incorporates novel approximation techniques that push the boundaries of traditional computing, enabling more efficient processing with minimal compromise on quality. These cutting-edge methods are specifically designed to optimize resource use and enhance performance, making them ideal for applications requiring high efficiency and scalability. By integrating these innovative approaches, our framework sets a new standard in the field, offering significant improvements over conventional methods.

AutoMap Framework

Powerful Integration

Our tool seamlessly integrates with state-of-the-art CI/CD frameworks, enhancing the automation pipeline with capabilities for rapid design-space exploration and smart approximation. This integration ensures continuous evaluation and optimization of designs throughout the development lifecycle, dramatically reducing the time and resources needed for testing and deployment. By embedding our tool within these advanced CI/CD processes, teams can maintain high development velocities while ensuring optimal design quality and performance.

AutoMap: A novel way to apply approximation at HW/SW levels

AutoMap framework (former ReMap Framework) is designed to automatically apply and evaluate workload-aware approximation techniques at both hardware and software levels, optimizing computing processes across various platforms. By intelligently analyzing the specific demands of different workloads, it adjusts the precision of computations to maximize efficiency without compromising critical performance metrics. The framework's robust evaluation system continuously assesses the impact of these approximations on system behavior, ensuring that the trade-offs between accuracy, power consumption, and speed are well-balanced. Tailored to adapt to diverse application needs, this framework is ideal for industries looking to harness the power of approximation for improved resource management and operational cost reduction. Its integration capabilities with existing hardware and software infrastructures make it a versatile tool for enhancing system performance across a wide range of computing environments.

AutoMap Framework