We are now in the age of smart connectivity, which is revolutionizing our way of life. Today, technology often helps us make decisions and predict our next move. Many times, my device can even know what I want before I know what I want. From autonomous vehicles to biometric data collection, calculations are integrated into every aspect of our lives, helping us measure our health and choose a healthier lifestyle. When these massive amounts of data are collected, they are transformed into intelligent decisions that make our lives more colorful. This is a new challenge and a new opportunity in the computing industry, where a new round of innovation is poised for growth.

How will this magical technology that combines data and computing evolve? It can be found that the demand for computing platforms is becoming larger and larger in terms of absolute performance or computing range. These future platforms that rely on artificial intelligence to achieve omni-directional acceleration require not only higher performance than today's systems, but also higher security (such as automated platforms such as cars and robots) to increase the intelligence level of consumer-grade devices and bring hybrids. Reality and other new experiences.

On the one hand, the demand for computing continues to accelerate. On the other hand, all computing systems, large or small, face power and cooling constraints, so ultra-efficient processing is still needed. All systems have a dual need for privacy and security, because building trustworthy and secure solutions is critical to the future of all of us.

ARM currently has a range of CPU products that have been used by our partners over the past 20 years to drive innovation in the computing arena. Together, we have changed the world's perception of computing, and the world's 3.5 billion people are using ARM-based computing devices. However, the challenges we just highlighted also give us the opportunity to redefine the calculations on the CPU side again, changing the way the computing industry meets future market demands and the scope of impact. Let me show you how ARM engineers can innovate for the future.

Today's technology creates future devices

ARM DynamIQ technology is the foundation of the future ARM Cortex-A processor.

· The technology adopts a new single-cluster design with up to 8 heterogeneous CPUs, supporting 1+7 (ie 1 large CPU and 7 small CPUs), 2+4 and 1+3, etc. Extended solution

· Advanced computing capabilities designed to achieve higher AI computing performance on the CPU

· Redesigned memory subsystems are shared by all cores in the cluster for faster response and higher efficiency

· More flexibility, whether you can choose a small core configuration, suitable for different market needs outside of smartphones and smartphones

· Built-in hardware features for energy savings and greater efficiency

DynamIQ has revolutionized the way computing is implemented, helping to accelerate the spread of artificial intelligence and disrupting computing devices.

What are the advantages of DynamIQ technology? How does it solve the above market problems?

1. Faster and more complex data processing capabilities can be widely used in advanced technology fields such as artificial intelligence.

2. Intelligent power management features will give products more energy efficiency

3. Product differentiation and a richer user experience to meet all market needs

Secure, high speed, efficient and complex data processing for artificial intelligence

Compared to previous systems, DynamIQ technology will increase the performance of artificial intelligence computing by 50 times over the next 3-5 years. To achieve higher AI performance, we increase accelerator access performance through dedicated low-latency ports, resulting in up to 10x faster response. Higher data transfer speeds combined with higher data bandwidths can meet the overall throughput requirements of computing vision or machine learning systems.

All in all, these features better protect data privacy and achieve greater data security by moving more computing tasks to the device. Completing more computing tasks on the CPU means fewer personal data in the cloud, so you can have a safer artificial intelligence experience.

In addition, safety-related application performance is improved by reducing decision-making and execution delays in artificial intelligence applications such as the Advanced Driver Assistance System (ADAS) for self-driving cars. These improvements, combined with a range of measures to avoid system failure, have brought safety integrity to the levels of SIL 3 and ASIL D.

Increase energy efficiency with new smart power features

DynamIQ technology adds intelligent power management features to the cluster to improve device energy efficiency and maximize device functionality. This means unprecedented data processing power and performance for a richer experience, even in the smallest devices with cooling and cost constraints.

DynamIQ supports multiple configurable performance domains in a single cluster. These domains consist of single or multiple ARM CPUs that provide a finer scale of performance and power consumption than previous quad-core clusters. This means finer adjustments in the thermal limits, resulting in longer lasting performance. This is especially important in virtual reality (VR) applications where such applications require sustained performance over a longer period of time in thin, battery-powered and heat-dissipating devices.

DynamIQ technology also utilizes a faster hardware-controlled power state automatic conversion mechanism that reduces the delay between power states (such as on, off, and hibernate) supported by the ARM Cortex-A family of CPUs. This not only shortens the time it takes to power the CPU, improves the response speed, but also allows you to enter a power-saving state such as hibernation or shutdown more quickly, thus achieving better energy efficiency.

Automated CPU memory power management is another important feature of this technology that intelligently adapts the currently available local memory to the type of application being run. . Applications that require extremely high computing performance, such as augmented reality (AR), will get the maximum amount of local memory at their disposal, while light-load applications such as music streaming get less memory, saving power consumption.

Product differentiation and new performance grading

DynamIQ technology refines product differentiation with a variety of new configuration options, which not only brings greater flexibility and scalability, but ultimately allows customers to design the right products to meet the needs of all markets.

With DynamIQ clusters, you can put high-performance "big" CPUs and efficient "small" CPUs into a single cluster with shared, consistent memory. In this way, the technology can not only rely on a tighter, more consistent system to achieve significant performance improvements, but also show unprecedented flexibility and a variety of choices in CPU cluster design, thus creating more dedicated solutions. . Another advantage is that each CPU can be scaled at different frequencies, creating a variety of custom solutions from slim devices to servers.

In particular, the Networking equivalent processing system benefits from higher data throughput by putting eight identical CPUs in a single cluster. When deployed with the ARM CoreLink CMN-600, DynamIQ will be extended to large-scale multi-cluster systems for the infrastructure market.

What impact will DynamIQ technology have?

The nature of the new technology will have a profound impact on where and how the calculations occur. E.g:

· Near-infinite configuration schemes reflect a new level of flexibility and scalability, creating different levels of solutions and achieving different performances; this gives consumers more choices and devices that meet their needs

· From device to cloud, built-in power saving features support a variety of innovations. From thinner devices, longer lasting batteries to energy savings from servers, power efficiency benefits benefit all markets

· Moving smart computing to the device not only improves data security, protects data privacy, but also enables faster response times, allowing for artificial intelligence at home, in the car, or in the cloud

ARM DynamIQ technology is the new foundation for a new generation of smart devices that deliver a smarter, faster, and more powerful user experience. From thinner devices to cloud solutions, DynamIQ technology continues to drive innovation, no matter where the computing penetrates.

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