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seeed studio NVIDIA Jetson AGX Thor Developer Kit Instruction Manual

Waitohu: whare wananga

Tauira: Jetson AGX Thor Kit Kaiwhakawhanake

1. Kupu Whakataki

The NVIDIA Jetson AGX Thor Developer Kit is a powerful platform designed for advanced AI and robotics applications. It features the Jetson T5000 module, equipped with a Blackwell GPU (2560 cores, 96 Tensor Cores) and a 14-core Arm Neoverse-V3AE CPU, delivering exceptional performance for generative AI models, real-time processing, and high-speed sensor integration. This kit provides a robust foundation for developing complex AI solutions at the edge.

Ko nga kaha matua ko:

  • Extreme AI Performance: Up to 2070 FP4 / 1035 FP8 TFLOPS for running generative AI models like LLM, VLA, and ViT.
  • Optimized for Transformer and Multimodal Workloads: Built-in Transformer engine, MIG support, and 128 GB LPDDR5X memory (273 GB/s).
  • Real-Time Processing: 14-core Arm Neoverse-V3AE CPU for deterministic performance in robotic applications.
  • Hononga Tere-Teitei: Supports up to 4x 25GbE connections, 140W power supply, and rich I/O including HDMI, DP, USB 3.2/USB-C, CAN, and GbE.

2. He aha kei roto i te Pouaka

Your NVIDIA Jetson AGX Thor Developer Kit package includes the following items:

  • NVIDIA Jetson T5000 module with heat sink and reference carrier board
  • DC power 140W
  • Wāhitanga WiFi
  • 1 TB NVMe
  • Aratohu Timata Tere
NVIDIA Jetson AGX Thor Developer Kit components
Figure 2.1: NVIDIA Jetson AGX Thor Developer Kit components including the main unit, power adapter, and cables.

3. Tohutohu Tatūnga

Follow these steps to set up your NVIDIA Jetson AGX Thor Developer Kit:

  1. Tūhono Pikitia: Connect a monitor to the DisplayPort or HDMI port, a keyboard, and a mouse to the available USB ports.
  2. Whakahiko: Connect the included DC power 140W adapter to the barrel jack power connector on the back of the developer kit. The system will power on automatically.
  3. Whirihoranga Tuatahi: On first boot, you will be prompted to configure basic system settings, including creating a username and password, and setting up your Wi-Fi connection.
  4. Install JetPack SDK: Once the desktop loads, you can install the latest JetPack SDK. This can typically be done via the terminal using commands like sudo apt install nvidia-jetpack.
  5. Whakahoutia te Pūnaha: After the JetPack SDK installation is complete, reboot the system to apply all changes.
  6. Explore Resources: Utilize the desktop links to access a wide range of NVIDIA Jetson developer resources and documentation to assist with your development.
Pahū view of NVIDIA Jetson AGX Thor Developer Kit
Whakaahua 3.1: Pahū view of the NVIDIA Jetson AGX Thor Developer Kit, showing the module, heat sink, and carrier board.

Tatūnga Neke Atuview Ataata

Ataata 3.1: Kua mutuview of the reComputer of Jetson Series, showcasing various models and their features, including the Jetson Orin Nano, which shares architectural similarities with the AGX Thor Developer Kit. This video provides insight into the hardware design and capabilities of the Jetson platform.

4. Operating the Developer Kit

The NVIDIA Jetson AGX Thor Developer Kit is designed for high-performance AI development and deployment. Its powerful Blackwell GPU and Arm CPU enable a wide range of applications:

  • Robotics: Develop and prototype advanced robots for various industries, including last-mile delivery, logistics, retail, agriculture, and healthcare.
  • Generative AI: Run large language models (LLMs), vision-language models (VLAs), and Vision Transformers (ViT) for complex AI tasks.
  • Real-Time AI: Process data from multiple sensors in real-time for applications requiring immediate decision-making and control.
  • Multi-Sensor Processing: Integrate and fuse data from various sensors using the high-bandwidth I/O for comprehensive environmental understanding.

The pre-flashed Linux operating system and the NVIDIA JetPack SDK provide a complete software stack for AI development, including CUDA-X, cuDNN, and TensorRT, allowing you to build, deploy, and optimize AI models efficiently.

Humanoid robotics applications powered by Jetson AGX Thor
Figure 4.1: Illustration of humanoid robotics applications, demonstrating the kit's capability to supercharge development with NVIDIA GROOT workflows.
Generative AI applications on Jetson AGX Thor
Figure 4.2: Diagram illustrating the power of generative AI brought to the physical world through edge deployment, multimodality, and foundation models on the Jetson platform.

5. Tiaki

To ensure optimal performance and longevity of your NVIDIA Jetson AGX Thor Developer Kit, follow these maintenance guidelines:

  • Pupuri Ma: Regularly clean the exterior of the device with a soft, dry cloth. Avoid using liquid cleaners directly on the device.
  • Me whakarite te hau: Make sure the ventilation grilles are free from dust and obstructions to allow proper airflow and prevent overheating.
  • Te hapai me te tiaki: A ape i te tuku, te tuku ranei i te taputapu ki nga paanga kaha.
  • Whakahōu Pūmanawa: Keep the JetPack SDK and operating system updated to benefit from the latest features, performance improvements, and security patches.

6. Te Raru

If you encounter issues with your developer kit, consider the following troubleshooting steps:

  • Kore Mana: Ensure the power adapter is securely connected to both the device and a working power outlet. Verify the power supply is functioning correctly.
  • Kore Whakaatu: Check the monitor cable connection (DisplayPort/HDMI) and ensure the monitor is powered on and set to the correct input source.
  • Nga take tahataha: If the keyboard or mouse is not responding, try connecting them to different USB ports or using different peripherals to rule out device-specific issues.
  • Nga raruraru Pūmanawa: If the system becomes unresponsive, perform a hard reboot by disconnecting and reconnecting the power. For persistent software issues, consider reinstalling the JetPack SDK or consulting NVIDIA's developer forums.
  • Te wera nui: Ensure the device is placed in a well-ventilated area and that the heat sink and fan are not obstructed.

7. Whakatakotoranga

ĀhuahiraTaipitopito
Tukatuka2.6 GHz (14-core Arm Neoverse-V3AE CPU)
GPUBlackwell GPU with 2560 cores and 96 Tensor Cores
Mahi AIUp to 2070 FP4 / 1035 FP8 TFLOPS
RAM128 GB LPDDR5X (273 GB/s)
Te Rokiroki Mahara1 TB NVMe
Pūnaha MahiLinux
Tauranga I/OHDMI, DisplayPort, USB 3.2/USB-C, CAN, GbE (up to 4x 25GbE)
Tuku Hiko140W DC power
Ahu mōkihi14.37 x 8.66 x 6.88 inihi
Performance metrics of NVIDIA Jetson AGX Thor
Figure 7.1: Key performance metrics of the NVIDIA Jetson AGX Thor, highlighting AI performance, memory bandwidth, and CPU core count.

8. Pūtāhui me te Tautoko

Kaupapa Whakahoki: The product is eligible for a refund or replacement within 30 days of purchase.

For technical support, warranty claims, or additional product information, please contact the manufacturer:

seeed studio at GTC 2024

Video 8.1: Highlights from Seeed Studio's presence at NVIDIA GTC 2024, showcasing their collaboration and contributions to the Edge AI ecosystem.

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