Seeed Studio reComputer J4011B Edge AI Computer NVIDIA® Orin™ NX 8GB


Description

The reComputer J401B series is an iteration on reComputer Classic series. The reComputer J4011B with NVIDIA Jetson Orin NX 8GB modules is a powerful and compact edge AI device with rich interfaces: 2x USB 3.2, HDMI, Ethernet, M.2 Key E for Wi-Fi module, M.2 Key M for SSD, mini-PCIe for LTE module, CAN, 40-pin and more.

Features

  • Build the Most Powerful Embedded AI Platform: Compatible with the Jetson Orin NX module, offering up to 100 TOPS.

  • Design for Both Development and Production: Equip with rich set of I/Os: 2x USB3.2, HDMI, Ethernet, M.2 Key M, M.2 Key E, mini-PCIe, 40-pin GPIO, etc. Support multiple wired and wireless commnucation including Wi-Fi and LTE

  • Immediately Go-to-Market: Pre-installed JetPack5.1.3, Linux OS BSP ready

  • Certification includes ROHS, CE, FCC, KC, UKCA, REACH

  • Long Life Time Supply:Production Lifetime: until at least 2032

Specifications

Specifications

reComputer J3010B

reComputer J3011B

reComputer J4011B

reComputer J4012B

Module

Jetson Orin Nano 4GB

Jetson Orin Nano 8GB

Jetson Orin NX 8GB

Jetson Orin NX 16GB

AI Performance

20 TOPS

40 TOPS

70 TOPS

100 TOPS

GPU

512-core NVIDIA Ampere architecture GPU with 16 Tensor Cores

1024-core NVIDIA Ampere architecture GPU with 32 Tensor Cores

1024-core NVIDIA Ampere architecture GPU with 32 Tensor Cores

GPU Max Frequency

625 MHz

765 MHz

918 MHz

CPU

6-core Arm® Cortex®-A78AE v8.2 64-bit CPU 1.5MB L2 + 4MB L3

6-core Arm® Cortex®-A78AE v8.2 64-bit CPU 1.5MB L2 + 4MB L3

8-core Arm® Cortex®-A78AE v8.2 64-bit CPU 2MB L2 + 4MB L3

CPU Max Frequency

1.5 GHz

2 GHz

Memory

4GB 64-bit LPDDR5 34 GB/s

8GB 128-bit LPDDR5 68 GB/s

8GB 128-bit LPDDR5 102.4GB/s

16GB 128-bit LPDDR5 102.4GB/s

DL Accelerator

/

1x NVDLA v2

2x NVDLA v2

DLA Max Frequency

/

614 MHz

Vision Accelerator

/

1x PVA v2

Storage

128GB NVMe SSD

Video Encoder

1080p30 supported by 1-2 CPU cores

1x 4K60 (H.265) | 3x 4K30 (H.265) 6x 1080p60 (H.265) | 12x 1080p30 (H.265)

Video Decoder

1x 4K60 (H.265) 2x 4K30 (H.265) 5x 1080p60 (H.265) 11x 1080p30 (H.265)

1x 8K30 (H.265) | 2x 4K60 (H.265) | 4x 4K30 (H.265) 9x 1080p60 (H.265) | 18x 1080p30 (H.265)

Display

1* HDMI 2.1

CSI Camera

2* CSI (2-lane 15pin)

Networking

1* Gigabit Ethernet (10/100/1000M)

USB

2* USB 3.2 Type-A (10Gbps); 1* USB2.0 Type-C (Device Mode)

M.2 Key M

1* M.2 Key M

M.2 Key E

1* M.2 Key E

Mini PCIe

1* mini-PCIe for LTE module

Fan

1* 4 pin Fan Connector(5V PWM)

CAN

1* CAN

Multifunctional Port

1* 40-Pin Expansion header,1* 12-Pin Control and UART header

RTC

RTC 2-pin, RTC socket (supports CR1220 but not included)

Power

DC 9-19V via 5525 DC jack

Power Supply

Power adapter not included

Temperature

-10℃~60℃

Mechanical

130mm x120mm x 58.5mm

Danger:

reComputer J401B series comes with JetPack 5.1.3 pre-installed on the included NVMe SSD, so that you do not need to flash it. However, if you want to flash it again with JetPack, you can follow this guide.

J401B Interfaces Usage

Mini-PCIe

reComputer J401B comes with a mini PCIe connector that supports 4G.

Supported 4G Module

  • LTE Cat 4 EC25-AFXGA

  • LTE Cat 4 EC25-EUX

  • LTE Cat 4 EC25-AUXGR

  • LTE Cat 4 EC25-EFA

  • LTE Cat 4 EC25-EMGA

  • LTE Cat 4 EC25-JFA

Connection Overview

  • Step1. Install the 4G Module

  • Step2. Attach the Antennas

  • Step3. Insert the SIM Card

Usage

  • Setp1. Open Mobile Broadband and configure the network connection according to the specifications of the 4G SIM card. Settings --> Network --> Mobile Broadband

  • Setp2. Open a browser to test if the 4G network is functioning properly.

Connection Overview

note:

If the connection is correct, when you connect your power adapter, you will see the power indicator light up.

M.2 Key M

M.2 Key M is a specification for the physical and electrical layout of an M.2 connector that supports high-speed data transfer using the PCIe (Peripheral Component Interconnect Express) interface. M.2 Key M connectors are commonly used for connecting solid-state drives (SSDs) and other high-performance expansion cards to a motherboard or other host device. The "Key M" designation refers to the specific pin configuration and keying of the M.2 connector, which determines the type of devices that can be connected to it.

Supported SSD are as follows:

  • 128GB NVMe M.2 PCle Gen3x4 2280 Internal SSD

  • 256GB NVMe M.2 PCle Gen3x4 2280 Internal SSD

  • 512GB NVMe M.2 PCle Gen3x4 2280 Internal SSD

  • 1TB NVMe M.2 PCle Gen3x4 2280 Internal SSD

  • 2TB NVMe M.2 PCle Gen3x4 2280 Internal SSD

Connection Overview

If you want to remove the included SSD and install a new one, you can follow the steps below.

Usage

We will explain how to do a simple benchmark on the connected SSD.

  • Step 1: Check the write speed by executing the below command.

sudo dd if=/dev/zero of=/home/nvidia/test bs=1M count=512 conv=fdatasync
  • Step 2: Check the read speed by executing the below commands. Make sure to execute this after executing the above command for write speed.

sudo sh -c "sync && echo 3 > /proc/sys/vm/drop_caches"
sudo dd if=/home/nvidia/test of=/dev/null bs=1M count=512

M.2 Key E

M.2 Key E is a specification for the physical and electrical layout of an M.2 connector that supports wireless communication modules, such as Wi-Fi and Bluetooth cards. The "Key E" designation refers to the specific pin configuration and keying of the M.2 connector, which is optimized for wireless networking devices. M.2 Key E connectors are commonly found on motherboards and other devices that require wireless connectivity options.Here we recommand Intel wifi/bluetooth module.

Connection Overview

Usage

After installing wifi/bluetooth module, you can see the wifi/bluetooth icon in the top right corner.

Wi-Fi test

ifconfig

Bluetooth test

bluetoothctl
power on   #open bluetooth
agent on   #registe agent
scan on    #search other bluetooths
connect xx:xx:xx:xx #connect target bluetooth
paired-devices #show all paired devices

CSI Cameras

CSI stands for Camera Serial Interface. It is a specification that describes a serial communication interface for transferring video data from image sensors to a host processor. CSI is commonly used in mobile devices, cameras, and embedded systems to enable high-speed and efficient transfer of image and video data for processing and analysis.

Supported cameras are as follows:

  • IMX219 cameras

    • Raspberry Pi Camera V2

    • IMX219-77 8MP Camera with 77° FOV

    • IMX219 M12/CS mount CMOS Camera Module

    • IMX219-83 8MP 3D Stereo Camera Module

    • IMX219-77IR 8MP IR Night Vision Camera with 77° FOV

    • IMX219-160IR 8MP Camera with 160° FOV

  • IMX477 cameras

    • Raspberry Pi High Quality Camera

    • Raspberry Pi HQ Camera - M12 mount

    • High Quality Camera for Raspberry Pi

Connection Overview

Here the 2 CSI camera connectors are marked as CAM0 and CAM1. You can either connect one camera to any connector out of the 2 or connect 2 cameras to both the connectors at the same time.

Usage

Open your terminal(Ctrl+Alt+T) and input command like below:

sudo /opt/nvidia/jetson-io/jetson-io.py

For CAM0 port

nvgstcapture-1.0 sensor-id=0 

For CAM1 port

nvgstcapture-1.0 sensor-id=1  

note:

If you want to change further settings of the camera, you can type "nvgstcapture-1.0 --help" to access all the configurable options available.

RTC

RTC stands for Real-Time Clock. It is a clock that keeps track of the current time and date independently of the main system clock. RTCs are commonly used in computers, embedded systems, and other electronic devices to maintain accurate timekeeping even when the device is powered off. They are often powered by a small battery to ensure continuous operation and retain time and date information during power cycles.

Connection Overview

Connect a 3V CR1220 coin cell battery to the RTC socket on the board as shown below. Make sure the positive (+) end of the battery is facing upwards.

Usage

  • Step 1: Connect an RTC battery as mentioned above.

  • Step 2: Turn on reComputer Industrial.

  • Step 3: On the Ubuntu Desktop, click the drop-down menu at the top right corner, navigate to Settings > Date & Time, connect to a network via an Ethernet cable and select Automatic Date & Time to obtain the date/ time automatically.

note:

If you have not connected to internet via Ethernet, you can manually set the date/time here.

  • Step 4: Open a terminal window, and execute the below command to check the hardware clock time.

sudo hwclock

You will see the output something like below which is not the correct date/time.

  • Step 5: Change the hardware clock time to the current system clock time by entering the below command.

sudo hwclock --systohc
  • Step 6: Remove any Ethernet cables connected to make sure it will not grab the time from the internet and reboot the board.

sudo reboot
  • Step 7: Check hardware clock time to verify that the date/ time stays the same eventhough the device was powered off.

  • Step 8: Create a new shell script using any text editor of your preference. Here we use vi text editor.

sudo vi /usr/bin/hwtosys.sh 
  • Step 9: Enter insert mode by pressing i, copy and paste the following content inside the file.

#!/bin/bash

sudo hwclock --hctosys
  • Step 10: Make the script executable.

sudo chmod +x /usr/bin/hwtosys.sh 
  • Step 11: Create a systemd file.

sudo nano /lib/systemd/system/hwtosys.service 
  • Step 12: Add the following inside the file.

[Unit]
Description=Change system clock from hardware clock

[Service]
ExecStart=/usr/bin/hwtosys.sh

[Install]
WantedBy=multi-user.target
  • Step 13: Reload systemctl daemon.

sudo systemctl daemon-reload 
  • Step 14: Enable the newly created service to start on boot and start the service.

sudo systemctl enable hwtosys.service
sudo systemctl start hwtosys.service
  • Step 15: Verify the script is up and running as a systemd service.

sudo systemctl status hwtosys.service
  • Step 16: Reboot the board and you will the system clock is now in sync with the hardware clock.

Fan control

nvfancontrol is a userspace fan speed control daemon. This manages the fan speed based on the temperature-to-fan-speed mapping table in the nvfancontrol configuration file.

There are some basic elements in the nvfancontrol service, including Tmargin, kickstart PWM, fan profile, fan control, and fan governor. All of these can be programmed via the configuration file based on the user’s preferences. This chapter will explain each of them in the following sections.

note:

If you want to change nvfancontrol.conf make sure you have read it

Usage

  • Step 1: Stop the nvfancontrol systemd service.

sudo systemctl stop nvfancontrol
  • Step 2: Change nvfancontrol.conf.

vi /etc/nvfancontrol.conf 

note:

After you change nvfancontrol.conf, print Ese and :q to quit

  • Step 3: Remove the status file.

sudo rm /var/lib/nvfancontrol/status
  • Step 4: Restart nvfancontrol systemd service.

sudo systemctl restart nvfancontrol

GPIO

The detail of 40-pin header is shown below:

Header Pin
Module Pin Name
Module Pin
SoC Pin name
Default Usage
Alternate Functionality

1

-

-

-

Main 3.3V Supply

-

2

-

-

-

Main 5.0V Supply

-

3

I2C1_SDA

191

DP_AUX_CH3_N

I2C #1 Data

-

4

-

-

-

Main 5.0V Supply

-

5

I2C1_SCL

189

DP_AUX_CH3_P

I2C #1 Clock

-

6

-

-

-

Ground

-

7

GPIO09

211

AUD_MCLK

GPIO

Audio Master Clock

8

UART1_TXD

203

UART1_TX

UART #1 Transmit

GPIO

9

-

-

-

Ground

-

10

UART1_RXD

205

UART1_RX

UART #1 Receive

GPIO

11

UART1_RTS*

207

UART1_RTS

GPIO

UART #2 Request to Send

12

I2S0_SCLK

199

DAP5_SCLK

GPIO

Audio I2S #0 Clock

13

SPI1_SCK

106

SPI3_SCK

GPIO

SPI #1 Shift Clock

14

-

-

-

Ground

-

15

GPIO12

218

TOUCH_CLK

GPIO

-

16

SPI1_CSI1*

112

SPI3_CS1

GPIO

SPI #1 Chip Select #1

17

-

-

-

GPIO

-

18

SPI1_CSI0*

110

SPI3_CS0

GPIO

SPI #0 Chip Select #0

19

SPI0_MOSI

89

SPI1_MOSI

GPIO

SPI #0 Master Out/Slave In

20

-

-

-

Ground

-

21

SPI0_MISO

93

SPI1_MISO

GPIO

SPI #0 Master In/Slave Out

22

SPI1_MISO

108

SPI3_MISO

GPIO

SPI #1 Master In/Slave Out

23

SPI0_SCK

91

SPI1_SCK

GPIO

SPI #0 Shift Clock

24

SPI0_CS0*

95

SPI1_CS0

GPIO

SPI #0 Chip Select #0

25

-

-

-

Ground

-

26

SPI0_CS1*

97

SPI1_CS1

GPIO

SPI #0 Chip Select #1

27

I2C0_SDA

187

GEN2_I2C_SDA

I2C #0 Data

GPIO

28

I2C0_SCL

185

GEN2_I2C_SCL

I2C #0 Clock

GPIO

29

GPIO01

118

SOC_GPIO41

GPIO

General Purpose Clock #0

30

-

-

-

Ground

-

31

GPIO11

216

SOC_GPIO42

GPIO

General Purpose Clock #1

32

GPIO07

206

SOC_GPIO44

GPIO

PWM

33

GPIO13

228

SOC_GPIO54

GPIO

PWM

34

-

-

-

Ground

-

35

I2S0_FS

197

DAP5_FS

GPIO

Audio I2S #0 Field Select

36

UART1_CTS*

209

UART1_CTS

GPIO

UART #1 Clear to Send

37

SPI1_MOSI

104

SPI3_MOSI

GPIO

SPI #1 Master Out/Slave In

38

I2S0_DIN

195

DAP5_DIN

GPIO

Audio I2S #0 Data in

39

-

-

-

Ground

-

40

I2S0_DOUT

193

DAP5_DOUT

GPIO

Audio I2S #0 Data Out

UART

UART stands for Universal Asynchronous Receiver/Transmitter. It is a communication protocol used for serial communication between two devices. UART communication involves two pins: one for transmitting data (TX) and one for receiving data (RX). It is asynchronous, meaning that data is transmitted without a shared clock signal between the devices. UART is commonly used in various applications such as microcontrollers, sensors, and communication between different electronic devices.

Connection Overview

The UART interface is using the pin below, or you can use another UART interface on J401:

Header Pin
Module Pin Name
Module Pin
SoC Pin name
Default Usage
Alternate Funcationality

6

-

-

-

Ground

-

8

UART1_TXD

203

UART1_TX

UART #1 Transmit

GPIO

10

UART1_RXD

205

UART1_RX

UART #1 Receive

GPIO

Connect the J401 with TTL with UART as below:

J401 Header Pin
Usage
USB translate TTL
Usage

6

Ground

GND

Ground

8

UART1_TXD

U_RX

UART_RX

10

UART1_RXD

U_TX

UART_TX

Usage

  • Step 1: Install PuTTy on your windows laptop, and set PuTTy as below:

  • Step 2: Install PuTTy on Jetson, open your terminal(ALT+Ctrl+T) and type the following command.

sudo apt install putty
  • Step 3: Use PuTTy on Windows send 'hello linux' to Jetson, and use PuTTy on Jetson send 'hello windows' to windwos.

note:

Make sure your baudrate have be set 115200.

The result is as below:

I2C

I2C stands for Inter-Integrated Circuit. It is a widely used serial communication protocol that enables communication between multiple integrated circuits in a system. I2C uses two bidirectional lines: one for data (SDA) and one for clock (SCL). Devices connected on an I2C bus can act as either a master or a slave, allowing for multiple devices to communicate with each other. I2C is popular for its simplicity, flexibility, and ability to connect a variety of devices such as sensors, memory chips, and other peripherals in embedded systems and electronic devices.

Connection Overview

The I2C interface is using pin as below, or you can use other I2C interface on J401:

Header Pin
Module Pin Name
Module Pin
SoC Pin name
Default Usage
Alternate Funcationality

2

-

-

-

Main 5.0V Supply

-

3

I2C1_SDA

191

DP_AUX_CH3_N

I2C #1 Data

-

5

I2C1_SCL

189

DP_AUX_CH3_P

I2C #1 Clock

-

6

-

-

-

Ground

-

Connect the J401 to Grove-3-Axis Digital Accelerometer with I2C as below:

J401
Usage
Grove-3-Axis Digital Accelerometer
Usage

2

5V supply

Vcc

-

3

I2C1_SDA

SDA

I2C_SDA

5

I2C1_SCL

SCL

I2C_SCL

6

Ground

GND

Ground

Test

Open your terminal(ALT+Ctrl+T) and type the following command:

i2cdetect -y -r 7

note

Your channel may be different from mine in the commmand: i2cdetect -y -r x.

You will see the result as below, before connecting to the I2C, no I2C device was detected on channel 7, but afterwards an I2C device with the address 0x19 was detected.:

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