Processor IP for Machine Learning

Arm is the world's leading technology provider of silicon IP for the intelligent system-on-chips at the heart of billions of devices. Our portfolio of products enable partners to innovate and get-to-market faster on a secure architecture built for performance and power efficiency. Find the right processor IP for your application.

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Supreme performance at optimal power
Powering the most energy-efficient embedded devices
Robust real-time performance
Highest performance for machine learning inference
Higher graphics performance combined with power efficiency
Advanced ISPs for human display and computer vision applications
Scalable and flexible for cloud to edge infrastructure
Powerful solutions for physical security applications
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Machine Learning

Cortex-A

Cortex-A710

First-generation Armv9 “big” CPU that offers a balance of performance and efficiency.
  • Addition of Armv9 architecture features for enhanced performance and security.
  • Optimal for mobile compute use cases such as smartphones and smart TVs.
  • 30% increase in energy efficiency compared to Cortex-A78.

Cortex-A510

First-generation Armv9 high-efficiency “LITTLE” CPU
  • Large performance increases for a highly efficient CPU.
  • Innovative microarchitecture upgrades.
  • Over 3x uplift in ML performance compared to Cortex-A55.

Cortex-A78

The fourth generation high-performance CPU based on DynamIQ technology. The most efficient premium Cortex-A CPU
  • Built for next generation consumer devices
  • Enabling immersive experiences on new form factors and foldables
  • Improving ML device responsiveness and capabilities such as face and speech recognition

Cortex-A78C

Providing market-specific solutions with advanced security features and large big-core configurations
  • Performance for laptop class productivity and gaming on-the-go
  • Advanced data and device security with Pointer Authentication
  • Improved scalability with up to 8 big core only configuration and up to 8MB L3 cache

Cortex-A78AE

Arm’s most advanced processor designed for safety-critical applications
  • Suited to complex automated driving and industrial autonomous systems
  • Split-Lock capability with hybrid mode for flexible operations
  • Enhanced support for ISO 26262 ASIL B and ASIL D safety requirements

Cortex-A77

Third-generation high-performance CPU based on DynamIQ technology
  • Leadership performance and efficiency for 5G mobile solutions
  • Improved responsiveness for on device machine learning
  • Built for next-gen smartphones and laptops

Cortex-A76

Second-generation high-performance CPU based on DynamIQ technology
  • Designed for devices undertaking complex compute tasks
  • Greater single threaded performance and improved energy efficiency
  • Enables faster responsiveness and at-the-edge support for machine learning applications

Cortex-A76AE

The world’s first autonomous-class processor with integrated safety features
  • Purpose-built for functional safety applications such as ADAS and autonomous vehicles
  • First application processor with Split-Lock capability
  • Safety capable to industry standards, including ISO 26262 ASIL D

Cortex-A75

First-generation high-performance CPU based on DynamIQ technology
  • Flexible architecture provides a broad ecosystem of support
  • Executes up to three instructions in parallel per clock cycle
  • Broad market use covers smartphones, servers, automotive applications and more

Cortex-A73

Highly power-efficient CPU that maintains high-performance
  • Increased power efficiency of up to 30 percent over predecessors
  • Smallest Armv8-A processor
  • Designed for mobile and consumer applications

Cortex-A72

High-performance CPU that has multiple uses including mobile and embedded technologies
  • Advanced branch predictor reduces wasted energy consumption
  • Gain significant advantages in reduced memory requirements
  • Suitable for implementation in an Arm big.LITTLE configuration

Cortex-A65AE

Arm’s first multithreaded Cortex-A CPU with Split-Lock for functional safety
  • Best-in-class throughput efficiency for memory intensive workloads
  • Highest levels of safety with Dual Core Lock-Step for demanding safety-critical tasks
  • Supports Split-Lock for improved cost efficiency in mixed-criticality applications

Cortex-A55

Highest efficiency mid-range processor that can be paired with a high-performance CPU in a DynamIQ configuration
  • Flexible design meets requirements to support broad market application
  • Ideal for smaller devices with constrained environments
  • Designed for compatibilty with DynamIQ configurations

Cortex-A53

The most widely-used mid-range processor with balanced performance and efficiency
  • Available in Arm Flexible Access
  • The choice for high single thread and FPU/Neon performance
  • Supports a wide range of applications across automotive and networking and more
  • Most widely deployed 64-bit Armv8-A processor

Cortex-A34

Smallest and most power-efficient 64-bit Armv8-A processor
  • Scalable from a single core or up to a cluster of 4 processors
  • Advanced power management with idle power management features
  • Supports 64-bit processing suitable for embedded applications

Cortex-M

Cortex-M85

Latest-generation, highest-performing Cortex-M processor with Arm Helium technology
  • Delivers unprecedented scalar, DSP and ML performance while maintaining Cortex-M determinism and simple programming model
  • Offers enhanced software security with new PACBTI extension

Cortex-M55

AI-capable mainstream Cortex-M processor with Arm Helium technology
  • Delivers efficient ML and DSP performance for Cortex-M
  • Simplifies AI implementation for IoT with the ease-of-use of Cortex-M, a single toolchain, optimized software libraries, and an industry-leading embedded ecosystem

Cortex-M33

Ideal blend of real-time determinism, efficiency and security
  • Simplifies digital signal processing with security
  • Differentiate your product with TrustZone software isolation
  • Brings 32-bit performance to even the simplest and cost-sensitive devices

Cortex-M7

High-performance Cortex-M processor
  • Simplifies signal processing to bring high-performance DSP to the masses
  • Built in floating point processing reduces power consumption
  • Supports innovative MCUs for more intensive automation tasks

Ethos - NPUs

Ethos-N78

Scalable and efficient second-generation ML inference processor
  • 2x faster inference with 40% lower bandwidth, 25% increased efficiency
  • Multiple markets from 1 to 10 TOP/s and up to 90 unique configurations
  • Develop once, deploy anywhere with online and offline compilation

Ethos-U65

Powering innovation in a new world of AI devices at the edge and endpoint
  • Delivers 1.0 TOP/s ML performance in about 0.6 mm2
  • Partner configurable from 256 to 512 8-bit MACs
  • Unified toolchain supports Cortex-M and Cortex-A based systems

Ethos-U55

Configurable and efficient embedded ML inference
  • Delivers up to 0.5 TOP/s, a 480x ML up lift and 90% energy reduction 
  • Partner configurable from 32 to 256 8-bit MACs in around 0.1mm2
  • Rapid development with a single tool chain for Cortex-M and Ethos-U

Arm NN SDK

Bridges the gap between existing neural network frameworks and the underlying IP
  • Free of charge
  • Supports Arm Cortex CPUs, Arm Mali GPUs and the Arm Machine Learning processor
  • Arm NN for NNAPI accelerates neural networks on Android devices

Mali Graphics Processors

Mali-G710

Third- generation Valhall-based graphics processing unit (GPU) for the premium market
  • Game changing features to improve on-device graphics.
  • Inclusion of Command Stream Front End for a more realistic gaming experience.
  • Larger cores to boost device efficiency to improve battery life.

Mali-G610

Third-generation Valhall-based graphics processing unit (GPU) for the sub-premium market
  • Brings premium use cases to a wider audience of developers and consumers.
  • Inclusion of Command Stream Front End for an improved gaming experience.
  • Industry-leading device efficiency to boost battery life.

Mali-G510

Second-generation Valhall-based graphics processing unit (GPU) for the mainstream market
  • Bringing premium features to a range of different devices.
  • Doubling on device graphics performance and increased visual fidelity on smart TVs.
  • Doubling of machine learning capabilities on previous generation mainstream GPUs.

Mali-G78AE

High-performance GPU suitable for complex autonomous applications, safety capable to ASIL B
  • Flexible Partitioning enables hardware separation for mixed-criticality workloads 
  • Hardware virtualisation support
  • Highly scalable, from 1-24 shader cores from a single IP

Mali-G78

Second-generation premium GPU based on the Mali Valhall architecture
  • Enables superior digital immersion for consumers
  • Asynchronous Top Level for power savings and greater battery life for next-generation devices
  • On device improvements in ML enabling more realistic gaming experiences on mobile

Mali-G68

Valhall-based graphics processing unit (GPU) for the sub premium market
  • Fused Multiply-Add (FMA) built from the ground up offers improved power consumption and prolonged battery life
  • Enables developers to target larger consumer markets with high-performing applications and mobile gaming

Mali-G77

First-generation premium GPU based on the Mali Valhall architecture.
  • 60 percent performance improvement for on-device machine learning
  • Improved high-fidelity gaming performance
  • Increased performance due to the innovative super scalar engine

Mali-G76

Premium GPU based on the Mali Bifrost architecture, delivering high energy and area-efficiency.
  • Execution engine width doubled with eight-thread pipelines
  • Uses three wider engines to double overall compute capability per shader core
  • 8-bit integer dot product accelerates neural network (NN) interface

Mali-G57

First-generation mainstream GPU based on the Mali Valhall architecture
  • Improved performance and increased efficiency
  • Premium high-fidelity content delivered to mass markets
  • Re-engineered for Vulkan to be positioned for the future of gaming

Mali-G72

Second-generation Bifrost-based high-performance Graphics Processing Unit (GPU) for high-fidelity gaming and complex machine learning (ML) workloads
  • Arithmetic optimizations for performance and efficiency improvements.
  • Advanced technologies to increase tile buffer memory support.

Mali-G52

Mainstream Mali Bifrost architecture GPU with a scalable core
  • Large range of configurations - two or three 8-thread wide pipelines per shader core
  • Significant performance over Mali-G51 for complex graphics
  • 8-bit integer dot product accelerates neural network (NN) interface

Mali Image Signal Processors

Mali-C52

Multi-camera image signal processor for display applications
  • High precision and high dynamic range
  • Image quality focussed
  • Use cases range from security cameras to high-end drones, and more

Mali-C32

Configuration version of Mali-C52, optimized for area.
  • High precision and high dynamic range
  • Use cases include low-power, cost-sensitive embedded vision devices where the full feature set of Mali-C52 is not required

Neoverse

Neoverse V1

A performance-first tier targeting HPC, HPC in the Cloud and AI/ML-accelerated applications.
  • Arm’s first SVE implementation for the HPC market, with 2x floating and 4x ML uplift over Neoverse N1
  • Expands market-leading performance with 50% IPC uplift over Neoverse N1
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