Edge AI SDK/AI System/EPC-R7300 - Revision history

Kent.yao at 08:48, 8 July 2025

2025-07-08T08:48:21Z

Eric.liang at 05:52, 25 June 2025

2025-06-25T05:52:17Z

Kent.yao at 04:13, 25 June 2025

2025-06-25T04:13:42Z

Kent.yao: update

2025-06-03T03:35:04Z

update

Kent.yao: update

2025-06-03T03:32:11Z

update

Kent.yao at 08:47, 14 May 2025

2025-05-14T08:47:23Z

Kent.yao at 08:41, 14 May 2025

2025-05-14T08:41:55Z

Kent.yao: update

2025-05-14T08:22:45Z

update

Kent.yao: update

2025-05-14T08:18:24Z

update

New page

{{DISPLAYTITLE:EPC-R7300}}

{| border="0" cellpadding="4" cellspacing="0" style="width:100%;"
|-
| style="width: 300px; high: 200px; text-align: center;vertical-align: top;" | [[File:EdgeAISuite AIR-030.png|500x300px|RTENOTITLE]]
AI Inference System Based on NVIDIA® Jetson™ AGX Orin
| style="vertical-align: top;" |  
| style="vertical-align: top;" |
{| class="wikitable" style="width:100%; margin:auto; border:2px solid #ffffff; border-collapse:separate; border-spacing:10px; text-align:center;"
|-
! style="background-color:#3664B1; color:white; width:150px; text-align:center; border:1px;" | AI Applications
| colspan="5" style="padding:0; border:1px solid black;" |
{| class="wikitable" style="width:100%; border-collapse:separate; border-spacing:5px; border:0px;"
|-
| style="border:1px solid gray; text-align:center; padding:10px; width:25%;" | Vision AI Apps
| style="background-color:#D3D3D3; border:1px solid gray; text-align:center; padding:10px; width:25%;" | Pre-trained Models
| style="border:1px solid gray; text-align:center; padding:10px; width:25%;" | Monitoring
| style="border:1px solid gray; text-align:center; padding:10px; width:25%;" | Benchmark
|}

|-
! style="background-color:#3664B1; color:white; text-align:center;" | Utility
| colspan="5" style="padding:0; border:1px solid black;" |
{| class="wikitable" style="width:100%; border-collapse:separate; border-spacing:5px; border:0px;"
|-
| colspan="1" style="background-color:#74B71B; border:1px solid gray; text-align:center; padding:10px; width:50%;" | tegrastats
| colspan="1" style="background-color:#74B71B; border:1px solid gray; text-align:center; padding:10px; width:50%;" | Jetson_benchmarks
|}

|-
! style="background-color:#3664B1; color:white; text-align:center;" | AI SDK
| colspan="5" style="padding:0; border:1px solid black;" |
{| class="wikitable" style="width:100%; border-collapse:separate; border-spacing:5px; border:0px;"
|-
| colspan="1" style="background-color:#74B71B; border:1px solid gray; text-align:center; padding:10px; width:33%;" | TensorRT
| colspan="1" style="background-color:#74B71B; border:1px solid gray; text-align:center; padding:10px; width:33%;" | CUDA
| colspan="1" style="background-color:#74B71B; border:1px solid gray; text-align:center; padding:10px; width:33%;" | Deepstream
|}

|-
! style="background-color:#3664B1; color:white; text-align:center;" | System Package
| colspan="5" style="padding:0; border:1px solid black;" |
{| class="wikitable" style="width:100%; border-collapse:separate; border-spacing:5px; border:0px;"
|-
| colspan="5" style="background-color:#74B71B; border:1px solid gray; text-align:center; padding:10px; width:100%;" | JetPack 6.2
|}

|-
! style="background-color:#3664B1; color:white; width:150px; text-align:center; border:1px;" | OS / Kernel
| colspan="5" style="border:1px solid black; text-align:center; padding:15px;" | Ubuntu 20.04 kernel:5.10.104-tegra 
|}
<div style="font-size:large; color: rgb(77, 77, 77); line-height: 20px; text-align: center;">AI Software Stack on AIR-030 ( v3.0.0 )</div>
<div style="text-align: right; margin-top: 10px;">
{| style="border-collapse: separate; border-spacing: 10px; float: right; margin-right: 0"
| style="width:20px; height:20px; background-color:#ffffff; border:1px solid black;" |  
| style="text-align: left;" | Advantech
| style="width:20px; height:20px; background-color:#74B71B; border:1px solid black;" |
| style="text-align: left;" | NVIDIA
| style="width:20px; height:20px; background-color:#D3D3D3; border:1px solid black;" |
| style="text-align: left;" | Open Source
|}

|}

{| border="0" cellpadding="0" cellspacing="5" style="width:100%;"
|-
| style="vertical-align: top;" |
{| border="0" cellpadding="0" cellspacing="0" style="width:100%;"
|-
| style="width: 33%; vertical-align: top;padding-left: 5px;" |
{| border="0" cellpadding="5" cellspacing="0" style="width:100%;"
|-
| style="background-color: rgb(54, 100, 177);" | AI Accelerator
|-
| style="vertical-align: top;line-height:20px;" |
None

 

|}

| style="width: 33%; vertical-align: top;padding-left: 5px;" |
{| border="0" cellpadding="5" cellspacing="0" style="width:100%;"
|-
| style="background-color: rgb(54, 100, 177);" | AI Inference Run-time SDK
|-
| style="vertical-align: top;line-height:20px;" |

[http://ess-wiki.advantech.com.tw/view/Edge_AI_SDK/AI_Framework/JetsonOrin#JetPack JetPack]

[http://ess-wiki.advantech.com.tw/view/Edge_AI_SDK/AI_Framework/JetsonOrin#DeepStream DeepStream]

[https://ess-wiki.advantech.com.tw/view/Edge_AI_SDK/AI_Framework/JetsonOrin#Applications Applications]

|}

| style="width: 33%; vertical-align: top;padding-left: 5px;" |
{| border="0" cellpadding="5" cellspacing="0" style="width:100%;"
|-
| style="background-color: rgb(54, 100, 177);" | AI Benchmark & Tools
|-
| style="vertical-align: top;line-height:20px;" |
[http://ess-wiki.advantech.com.tw/view/Edge_AI_SDK/AI_Framework/JetsonOrin#Benchmark jetson_benchmarks] [http://ess-wiki.advantech.com.tw/view/Edge_AI_SDK/AI_Framework/JetsonOrin#Tegrastats_Utility Tegrastats Utility]

|}

 

|}

 

| style="width: 150px; vertical-align: top;" |
{| border="0" cellpadding="5" cellspacing="0" style="width:100%;"
|-
| style="background-color: rgb(56, 85, 114);" | Documentation
|-
| [https://www.advantech.com/en/search/?q=AIR-030&st=support&sst=Datasheet Datasheet] [https://www.advantech.com/en/search/?q=AIR-030&st=support&sst=Manual Manual] [https://www.advantech.com/en/search/?q=AIR-030&st=support&sst=Certificate Certificate]
|}

|}

@@ Line 94: / Line 94: @@
 [https://ess-wiki.advantech.com.tw/view/Edge_AI_SDK/AI_Framework/JetsonOrin#Applications Applications]
-[https://github.com/ADVANTECH-Corp/EdgeAI_Workflow/tree/main/ai_system/jetson/epc-r7300#EdgeAI Workflow]
+[https://github.com/ADVANTECH-Corp/EdgeAI_Workflow/tree/main/ai_system/jetson/epc-r7300 EdgeAI Workflow]
 |}

← Older revision		Revision as of 03:32, 3 June 2025
Line 93:		Line 93:

	[https://ess-wiki.advantech.com.tw/view/Edge_AI_SDK/AI_Framework/JetsonOrin#Applications Applications]		[https://ess-wiki.advantech.com.tw/view/Edge_AI_SDK/AI_Framework/JetsonOrin#Applications Applications]
		+
		+	[https://github.com/ADVANTECH-Corp/EdgeAI_Workflow/tree/main/ai_system/jetson/epc-r7300#EdgeAI Workflow]

	\|}		\|}

@@ Line 49: / Line 49: @@
 |-
 ! style="background-color:#3664B1; color:white; width:150px; text-align:center; border:1px;" | OS / Kernel
-| colspan="5" style="border:1px solid black; text-align:center; padding:15px;" | <span style="font-size:larger;"> Ubuntu 20.04 kernel:5.10.104-tegra </span>
+| colspan="5" style="border:1px solid black; text-align:center; padding:15px;" | <span style="font-size:larger;"> Ubuntu 22.04 Kernel:5.15.148-tegra </span>
 |}
 <div style="font-size:large; color: rgb(77, 77, 77); line-height: 20px; text-align: center;">AI Software Stack on EPC-R7300 ( v3.3.0 )</div>

@@ Line 4: / Line 4: @@
 {| border="0" cellpadding="4" cellspacing="0" style="width:100%;"
 |-
-| style="width: 300px; high: 200px; text-align: center;vertical-align: top;" | [[File:EdgeAISuite AIR-030.png|500x300px|RTENOTITLE]]
+| style="width: 300px; high: 200px; text-align: center;vertical-align: top;" | [[File:EPC-R7300_06--20230323141044.jpg|400px]]
-<span style="font-size:large;"><span style="color: rgb(77, 77, 77); line-height: 20px;">AI Inference System Based on NVIDIA® Jetson™ AGX Orin</span></span>
+<span style="font-size:large;"><span style="color: rgb(77, 77, 77); line-height: 20px;">AI Inference System Based on NVIDIA® Jetson Orin™ NX和Jetson Orin™ Nano</span></span>
 | style="vertical-align: top;" | &nbsp;
 | style="vertical-align: top;" |
@@ Line 51: / Line 51: @@
 | colspan="5" style="border:1px solid black; text-align:center; padding:15px;" | <span style="font-size:larger;"> Ubuntu 20.04 kernel:5.10.104-tegra </span>
 |}
-<div style="font-size:large; color: rgb(77, 77, 77); line-height: 20px; text-align: center;">AI Software Stack on EPC-R7300 ( v3.0.0 )</div>
+<div style="font-size:large; color: rgb(77, 77, 77); line-height: 20px; text-align: center;">AI Software Stack on EPC-R7300 ( v3.3.0 )</div>
 <div style="text-align: right; margin-top: 10px;">
 {| style="border-collapse: separate; border-spacing: 10px; float: right; margin-right: 0"

@@ Line 34: / Line 34: @@
 {| class="wikitable" style="width:100%; border-collapse:separate; border-spacing:5px; border:0px;"
 |-
-| colspan="1" style="background-color:#74B71B; border:1px solid gray; text-align:center; padding:10px; width:33%;" | <span style="font-size:larger; color:white;">TensorRT</span>
+| colspan="1" style="background-color:#74B71B; border:1px solid gray; text-align:center; padding:10px; width:33%;" | <span style="font-size:larger; color:white;">TensorRT 10.3.0</span>
-| colspan="1" style="background-color:#74B71B; border:1px solid gray; text-align:center; padding:10px; width:33%;" | <span style="font-size:larger; color:white;">CUDA</span>
+| colspan="1" style="background-color:#74B71B; border:1px solid gray; text-align:center; padding:10px; width:33%;" | <span style="font-size:larger; color:white;">CUDA 12.6.10</span>
-| colspan="1" style="background-color:#74B71B; border:1px solid gray; text-align:center; padding:10px; width:33%;" | <span style="font-size:larger; color:white;">Deepstream</span>
+| colspan="1" style="background-color:#74B71B; border:1px solid gray; text-align:center; padding:10px; width:33%;" | <span style="font-size:larger; color:white;">Deepstream 7.1</span>
 |}
@@ Line 51: / Line 51: @@
 | colspan="5" style="border:1px solid black; text-align:center; padding:15px;" | <span style="font-size:larger;"> Ubuntu 20.04 kernel:5.10.104-tegra </span>
 |}
-<div style="font-size:large; color: rgb(77, 77, 77); line-height: 20px; text-align: center;">AI Software Stack on AIR-030 ( v3.0.0 )</div>
+<div style="font-size:large; color: rgb(77, 77, 77); line-height: 20px; text-align: center;">AI Software Stack on EPC-R7300 ( v3.0.0 )</div>
 <div style="text-align: right; margin-top: 10px;">
 {| style="border-collapse: separate; border-spacing: 10px; float: right; margin-right: 0"
@@ Line 117: / Line 117: @@
 | style="background-color: rgb(56, 85, 114);" | <span style="color:#FFFFFF;">Documentation</span>
 |-
-| [https://www.advantech.com/en/search/?q=AIR-030&st=support&sst=Datasheet Datasheet]<br/> [https://www.advantech.com/en/search/?q=AIR-030&st=support&sst=Manual Manual]<br/> [https://www.advantech.com/en/search/?q=AIR-030&st=support&sst=Certificate Certificate]
+| [https://www.advantech.com/en/search/?q=EPC-R7300&st=support&sst=Datasheet Datasheet]<br/> [https://www.advantech.com/en/search/?q=EPC-R7300&st=support&sst=Manual Manual]<br/> [https://www.advantech.com/en/search/?q=EPC-R7300&st=support&sst=Certificate Certificate]
 |}
 |}

@@ Line 89: / Line 89: @@
 |-
 | style="vertical-align: top;line-height:20px;" |
 [http://ess-wiki.advantech.com.tw/view/Edge_AI_SDK/AI_Framework/JetsonOrin#JetPack JetPack]

@@ Line 4: / Line 4: @@
 {| border="0" cellpadding="4" cellspacing="0" style="width:100%;"
 |-
-| style="width: 300px; high: 200px; text-align: center;vertical-align: top;" | [[File:EPC-R7300_06--20230323141044.jpg|400px]]
+| style="width: 300px; high: 200px; text-align: center;vertical-align: top;" | [[File:EPC-R7300 06--20230323141044.jpg|400px|EPC-R7300 06--20230323141044.jpg]]
 <span style="font-size:large;"><span style="color: rgb(77, 77, 77); line-height: 20px;">AI Inference System Based on NVIDIA® Jetson Orin™ NX和Jetson Orin™ Nano</span></span>
 | style="vertical-align: top;" | &nbsp;
 | style="vertical-align: top;" |
@@ Line 14: / Line 15: @@
 {| class="wikitable" style="width:100%; border-collapse:separate; border-spacing:5px; border:0px;"
 |-
-| style="border:1px solid gray; text-align:center; padding:10px; width:25%;" | Vision AI Apps
+| style="border:1px solid gray; text-align:center; padding:10px; width:20%;" | Vision AI Apps
-| style="background-color:#D3D3D3; border:1px solid gray; text-align:center; padding:10px; width:25%;" | Pre-trained Models
+| style="border:1px solid gray; text-align:center; padding:10px; width:20%;" | GenAI Chatbot
-| style="border:1px solid gray; text-align:center; padding:10px; width:25%;" | Monitoring
+| style="background-color:#D3D3D3; border:1px solid gray; text-align:center; padding:10px; width:20%;" | Pre-trained Models
-| style="border:1px solid gray; text-align:center; padding:10px; width:25%;" | Benchmark
+| style="border:1px solid gray; text-align:center; padding:10px; width:20%;" | Monitoring
 |}
@@ Line 33: / Line 35: @@
 | colspan="5" style="padding:0; border:1px solid black;" |
 {| class="wikitable" style="width:100%; border-collapse:separate; border-spacing:5px; border:0px;"
 |-
 | colspan="1" style="background-color:#74B71B; border:1px solid gray; text-align:center; padding:10px; width:33%;" | <span style="font-size:larger; color:white;">TensorRT 10.3.0</span>
 | colspan="1" style="background-color:#74B71B; border:1px solid gray; text-align:center; padding:10px; width:33%;" | <span style="font-size:larger; color:white;">CUDA 12.6.10</span>
@@ Line 49: / Line 51: @@
 |-
 ! style="background-color:#3664B1; color:white; width:150px; text-align:center; border:1px;" | OS / Kernel
-| colspan="5" style="border:1px solid black; text-align:center; padding:15px;" | <span style="font-size:larger;"> Ubuntu 22.04 Kernel:5.15.148-tegra </span>
+| colspan="5" style="border:1px solid black; text-align:center; padding:15px;" | <span style="font-size:larger;">Ubuntu 22.04 Kernel:5.15.148-tegra</span>
 |}
-<div style="font-size:large; color: rgb(77, 77, 77); line-height: 20px; text-align: center;">AI Software Stack on EPC-R7300 ( v3.3.0 )</div>
+<div style="font-size:large; color: rgb(77, 77, 77); line-height: 20px; text-align: center;">AI Software Stack on EPC-R7300 ( v3.3.0 )</div> <div style="text-align: right; margin-top: 10px;">
 {| style="border-collapse: separate; border-spacing: 10px; float: right; margin-right: 0"
 | style="width:20px; height:20px; background-color:#ffffff; border:1px solid black;" | &nbsp;
 | style="text-align: left;" | Advantech
-| style="width:20px; height:20px; background-color:#74B71B; border:1px solid black;" |
+| style="width:20px; height:20px; background-color:#74B71B; border:1px solid black;" | &nbsp;
 | style="text-align: left;" | NVIDIA
-| style="width:20px; height:20px; background-color:#D3D3D3; border:1px solid black;" |
+| style="width:20px; height:20px; background-color:#D3D3D3; border:1px solid black;" | &nbsp;
 | style="text-align: left;" | Open Source
 |}
+</div>
 |}
@@ Line 87: / Line 89: @@
 |-
 | style="vertical-align: top;line-height:20px;" |
 [http://ess-wiki.advantech.com.tw/view/Edge_AI_SDK/AI_Framework/JetsonOrin#Version Version]