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Coevolution of Rockchip RK series chips and ARM CPU/GPU

Rockchip’s RK series chips widely use ARM architecture CPU and GPU to provide high-performance and energy-efficient solutions.

ARM CPU core: Rockchip’s RK series chips usually integrate ARM Cortex series CPU cores, such as Cortex-A7, Cortex-A53, Cortex-A55, Cortex-A73, etc. These cores provide different levels of performance and energy efficiency, suitable for applications from entry-level to high-end.

ARM Mali GPU: Most of the GPUs in the RK series chips use ARM’s Mali series graphics processors, such as Mali-400, Mali-450, Mali-T860, Mali-G52, Mali-G76, etc. These GPU cores can provide powerful graphics rendering capabilities to meet the needs of multimedia, games and 3D graphics processing. Multi-core processor design: Rockchip’s SoC (System on Chip) often uses a multi-core CPU design, combined with ARM’s big.LITTLE technology, combining high-performance cores with high-efficiency cores to achieve optimal performance and lowest energy consumption under different loads.

ModelCPUGPUNPU
3576Quad-core Cortex-A72 and Quad-core Cortex-A53
31MB L3 cache for Cortex-A72
512KB L2 cache for Cortex-A53
ARM Cortex M0 for user applications
ARM Mali G52 MC3
OpenGL ES 1.1, 2.0, and 3.2, OpenCL 2.1, Vulkan 1.2
6 TOPS @ INT8 (60 trillion operations per second at INT8 precision)
Supports int4/int8/int16/FP16/BF16/TF32
Supports multiple AI frameworks: TensorFlow, Caffe, Tflite, Pytorch, ONNX NN, Android NN, etc.
3588Quad-core Cortex-A76 + Quad-core Cortex-A55
64KB L1 I-cache + 64KB L1 D-cache for Cortex-A76
32KB L1 I-cache + 32KB L1 D-cache for Cortex-A55
3MB L3 cache shared by Cortex-A55
ARM Mali G610 MC4
Supports OpenGL ES 1.1, 2.0, 3.2, OpenCL 2.2, Vulkan 1.2
6 TOPS @ INT8 (60 trillion operations per second at INT8 precision)
Supports int4/int8/int16/FP16/BF16/TF32
Supports multiple AI frameworks: TensorFlow, Caffe, Tflite, Pytorch, ONNX NN, Android NN, etc.
3568Quad-core Cortex-A55
Main frequency up to 2.0GHz
ARM G52-2EE
Supports OpenGL ES1.1/2.0/3.0/3.1/3.2, Vulkan 1.1, OpenCL 2.1
1 TOPS @ INT8 (10 trillion operations per second at INT8 precision)
Supports int8/16/32-bit computations
Supports multiple AI frameworks: TensorFlow, Caffe, Tflite, Pytorch, ONNX NN, Android NN, etc.
3566Quad-core Cortex-A55ARM G52-2EE
Supports OpenGL ES1.1/2.0/3.0/3.1/3.2, Vulkan 1.1, OpenCL 2.1
1 TOPS @ INT8 (10 trillion operations per second at INT8 precision)
Supports int8/16/32-bit computations
Supports multiple AI frameworks: TensorFlow, Caffe, Tflite, Pytorch, ONNX NN, Android NN, etc.
3399ProDual-core Cortex-A72 + Quad-core Cortex-A53
Big.LITTLE architecture, frequency up to 1.8GHz
Mali-T860MP4 GPU
Supports OpenGL ES1.2/2.0/3.0/3.1, OpenVG1.1, OpenCL, DX11
Supports 8bit/16bit computations
Supports TensorFlow, Caffe models

Integration: RK series chips are highly integrated. In addition to CPU and GPU, they may also include memory controller, video codec, display interface, and various communication interfaces, providing comprehensive hardware support for mobile devices and embedded systems.

Application areas: Rockchip’s RK series chips are widely used in smart phones, tablets, smart TVs, digital media players, in-vehicle infotainment systems, IoT devices and other fields.

Technical support and ecosystem: As a user of ARM architecture, Rockchip can leverage ARM’s extensive ecosystem and development tools to provide its customers with rich software support and development resources.

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