TI AM6254, NXP i.MX8M Mini, and Rockchip RK3562J
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3 classic quad-core Cortex-A53 processors: TI AM6254, NXP i.MX8M Mini, and Rockchip RK3562J

Beilai Technology ARMxy Series Industrial ARM Computers cover these commonly used quad-core ARM Cortex-A53 processor models. The BL350 adopts the TI AM6254, the BL360 series uses the i.MX8M Mini processor, and the BL370 is equipped with the RK3562J processor. Below is a detailed comparison of these three classic quad-core Cortex-A53 processors—TI AM6254, NXP i.MX8M Mini, and Rockchip RK3562J—covering key aspects such as architecture, performance, interfaces, and application scenarios.
Apr 13th,2025 447 Views

Beilai Technology ARMxy Series Industrial ARM Computers cover these commonly used quad-core ARM Cortex-A53 processor models. The BL350 adopts the TI AM6254, the BL360 series uses the i.MX8M Mini processor, and the BL370 is equipped with the RK3562J processor. Below is a detailed comparison of these three classic quad-core Cortex-A53 processors—TI AM6254, NXP i.MX8M Mini, and Rockchip RK3562J—covering key aspects such as architecture, performance, interfaces, and application scenarios.


1. Core Parameter Comparison 

Feature TI AM6254 NXP i.MX8M Mini Rockchip RK3562J
CPU Architecture 4x Cortex-A53 (1.4GHz) + Cortex-M4F (400MHz) 4x Cortex-A53 (1.8GHz) + Cortex-M4 (400MHz) 4x Cortex-A53 (1.8GHz) + Cortex-M0 (200MHz)
GPU GCN GPU (OpenGL ES 3.1) Vivante GC3200 (OpenGL ES 2.0) Mali-G52 MP2 (OpenGL ES 3.2)
NPU None None 1 TOPS (lightweight AI support)
Video Codec 1080p60 H.265/H.264 1080p60 H.265/H.264 4K30 H.265/H.264
Industrial I/O CAN-FD + PRU-ICSS CAN-FD CAN 2.0B + TSN Ethernet
Real-Time Core M4F (high real-time performance) M4 (medium real-time) M0 (basic real-time)
Typical Power <3W 2–4W 2–4W

2. Key Differences & Explanations

RK3562J Architecture

  • 4x Cortex-A53 + Cortex-M0, where the M0 core provides basic real-time capabilities (weaker than M4/M4F), suitable for simple real-time tasks (e.g., sensor polling).

  • Limitations of M0 core:

    • No Floating-Point Unit (FPU), making real-time computation weaker than M4F.

    • Relies on software optimization for low-latency control.

Real-Time Performance Ranking

TI AM6254 (M4F+PRU) > i.MX8M Mini (M4) > RK3562J (M0)

  • PRU-ICSS (TI-exclusive) supports nanosecond-level response, ideal for demanding scenarios like motor control.

  • RK3562J’s M0 core is only suitable for non-critical real-time tasks (e.g., data acquisition).


3. Recommended Application Scenarios

Scenario Recommended Processor Reason
High Real-Time Industrial Control TI AM6254 M4F+PRU-ICSS enables microsecond-level response (e.g., PLCs, servo drives).
Medium Real-Time HMI + Multimedia i.MX8M Mini M4 core handles UI response, while A53 runs Linux/Android.
Lightweight Real-Time + AI Edge Computing RK3562J M0 core processes sensor data, while 1 TOPS NPU runs algorithms like face detection.
Ultra-Low-Power Gateways TI AM6254 <3W power consumption + hardware-level efficiency optimization.

4. Summary

  • TI AM6254:
    Best for industrial real-time performance, but lacks AI and 4K video capabilities.

  • i.MX8M Mini:
    Balances multimedia and real-time, ideal for automotive and interactive terminals.

  • RK3562J:
    Cost-effective + lightweight AI, but M0 core is only suitable for non-demanding real-time scenarios (note its performance limits).

Selection Recommendations:

  • Strict real-time control → TI AM6254

  • Multimedia + medium real-time → i.MX8M Mini

  • Low-cost AI edge devices → RK3562J (avoid complex real-time tasks)

This structured comparison helps in selecting the right processor based on real-time requirements, multimedia needs, and AI capabilities.

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