NVIDIA Jetson Orin Nano- SoM Overview
NVIDIA Jetson Orin Nano RidgeRun documentation is currently under development. |
This section provides an overview of the Orin Nano SoM components and their capabilities.
The NVIDIA Jetson Orin Nano, delivers up to 40 tera operations per second (TOPS) on a 15W package. The Orin Nano System on Module (SoM) is a small PCB, that is similar in size to laptop memory stick. It encapsulates the computing devices such as the 6 Core ARM CPU and the, up to 1024 CUDA Cores GPU, it also holds the LPDDR5 memory packages. On Figure 1, we have the SoM.
Table 1 shows a summary of the hardware characteristics of the SoM:
Feature | Jetson Orin Nano 4GB | Jetson Orin Nano 8GB |
---|---|---|
AI Performance | 20 TOPS (INT8) | 40 TOPS (INT8) |
GPU | NVIDIA Ampere architecture with 512 NVIDIA® CUDA® cores and 16 Tensor Cores | NVIDIA Ampere architecture with 1024 NVIDIA® CUDA® cores and 32 Tensor Cores |
Max GPU Freq | 625 MHz | |
CPU | 6-core Arm® Cortex®-A78AE v8.2 64-bit CPU 256kB L2 + 2MB L3 | |
CPU Max Freq | 1.5 GHz | |
Memory | 4GB 64-bit LPDDR5 34 GB/s | 8GB 128-bit LPDDR5 68 GB/s |
Storage | Supports external NVMe | |
Decoder |
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CSI Camera |
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Graphics Processing Unit (GPU)
The Orin Nano comes with an NVIDIA Ampere architecture GPU. The Ampere GPU brings state-of-the-art graphics and parallel computing techniques, such as ray-tracing, CUDA, and TensorRT support. The Orin Nano 8 GB Ampere GPU is composed of the following modules:
- 2 Graphic Processing Clusters (GPCs)
- 8 Texture Processing Clusters (TPCs)
- 16 Streaming Multiprocessors (SMs), where each has:
- L1 cache of 192KB
- L2 cache of 4MB
- 128 CUDA cores
- 4 Tensor cores (3rd generation)
To learn more about the Jetson Orin AGX GPU, check out our Ampere GPU wiki.
Central Processing Unit (CPU)
Jetson Orin Nano comes with 6 Arm Cortex-A78AE CPU cores, with the following configuration:
- 64KB instruction L1 cache
- 64KB data cache
- 256KB L2 cache
- Up to 1.5 GHz frequency
The CPU cores are arranged in 2 clusters, one with 4 CPU cores, and other with 2 Cores. Each cluster has a 2MB L3 Cache. The CPU complex also features a 4MB system cache.
Codecs
Multi-Standard Decoder (NVDEC)
Supports:
- H.264
- H.265
- AV1
- VP9
Packaging Information
Table 2 shows the packaging characteristics of the Orin Nano SoM.
Feature | Description |
---|---|
Module Size | 39.00 mm × 67.60mm |
Connector | 260 pin DDR4 SODIMM Standard connector |
Operating Temperature | Range from -25C to 99C |
Power Input | 5V |