Edge AI SDK - Revision history

Eric.liang at 09:03, 17 January 2025

2025-01-17T09:03:16Z

Eric.liang at 08:57, 17 January 2025

2025-01-17T08:57:03Z

Eric.liang at 08:53, 17 January 2025

2025-01-17T08:53:20Z

Eric.liang at 08:49, 17 January 2025

2025-01-17T08:49:09Z

Eric.liang at 08:48, 17 January 2025

2025-01-17T08:48:37Z

Eric.liang at 08:41, 17 January 2025

2025-01-17T08:41:04Z

Eric.liang at 08:32, 17 January 2025

2025-01-17T08:32:15Z

Kent.yao at 06:24, 18 December 2024

2024-12-18T06:24:55Z

Kent.yao: kent add for Intel14th

2024-12-18T06:23:31Z

kent add for Intel14th

Eric.liang at 09:44, 16 December 2024

2024-12-16T09:44:12Z

← Older revision		Revision as of 09:03, 17 January 2025
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−	'''Advantech’s Edge AI SDK''' offers a comprehensive platform designed for seamless edge AI development. With pre-configured hardware and perfectly tuned software, it provides a plug-and-play experience, enabling cost-effective customization of LLMs, efficient toolkit compatibility, and effortless management of large-scale edge deployments. Simplify your journey to AI innovation with tools that ensure reliability, scalability, and ease of use.	+	'''Advantech’s [https://campaign.advantech.online/en/edgeaisdk/ Edge AI SDK]''' offers a comprehensive platform designed for seamless edge AI development. With pre-configured hardware and perfectly tuned software, it provides a plug-and-play experience, enabling cost-effective customization of LLMs, efficient toolkit compatibility, and effortless management of large-scale edge deployments. Simplify your journey to AI innovation with tools that ensure reliability, scalability, and ease of use.

	Advantech's Edge AI SDK encompasses three main components:		Advantech's Edge AI SDK encompasses three main components:

@@ Line 6: / Line 6: @@
 •<u>[https://genai-studio.gitbook.io/docs GenAI Studio]</u>: Facilitates cost-effective creation, evaluation, and integration of custom LLMs on-premises.
-•<u>[[Edge_AI_SDK/InferenceKit|Inference Kit]]</u>: Enables rapid optimization and assessment of efficient AI runtimes compatible with embedded operating systems.
+•<u>[https://ess-wiki.advantech.com.tw/view/Edge_AI_SDK/InferenceKit Inference Kit]</u>: Enables rapid optimization and assessment of efficient AI runtimes compatible with embedded operating systems.
 •<u>[https://campaign.advantech.online/en/DeviceOn/index.html Orchestration Platform]</u>: Provides efficient management of AI model and application updates across extensive edge deployments, integrating MLOps for streamlined operations, powered by [https://campaign.advantech.online/en/DeviceOn/index.html DeviceOn].

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 {| border="0" cellpadding="5" cellspacing="0" style="width:100%;"
 |-
-| style="background-color: rgb(54, 100, 177); text-align:center; font-size:larger;" | '''[[Edge_AI_SDK/InferenceKit|<span style="color:#ffffff;">Inference Kit</span>]]'''
+| style="background-color: rgb(54, 100, 177); text-align:center; font-size:larger;" | [https://ess-wiki.advantech.com.tw/view/Edge_AI_SDK/InferenceKit <font color="#ffffff">'''Inference Kit'''</font>]
 |}

@@ Line 32: / Line 32: @@
 {| border="0" cellpadding="5" cellspacing="0" style="width:100%;"
 |-
-| style="background-color: rgb(54, 100, 177); text-align:center; font-size:larger;" | <font color="#ffffff">'''[[Edge_AI_SDK/InferenceKit|Inference Kit]]'''</font>
+| style="background-color: rgb(54, 100, 177); text-align:center; font-size:larger;" | '''[[Edge_AI_SDK/InferenceKit|<span style="color:#ffffff;">Inference Kit</span>]]'''
 |}
@@ Line 39: / Line 39: @@
 |-
 | style="background-color: rgb(54, 100, 177); text-align:center; font-size:larger;" | [https://campaign.advantech.online/en/DeviceOn/index.html <font color="#ffffff">'''Orchestration Platform'''</font>]
 |}

@@ Line 4: / Line 4: @@
 Advantech's Edge AI SDK encompasses three main components:
-•<u>[https://genai-studio.gitbook.io/docs GenAI]</u><u>[https://genai-studio.gitbook.io/docs Studio]</u>: Facilitates cost-effective creation, evaluation, and integration of custom LLMs on-premises.
+•<u>[https://genai-studio.gitbook.io/docs GenAI Studio]</u>: Facilitates cost-effective creation, evaluation, and integration of custom LLMs on-premises.
-•<u>[[(待新建page)|Inference Kit]]</u>: Enables rapid optimization and assessment of efficient AI runtimes compatible with embedded operating systems.
+•<u>[[Edge_AI_SDK/InferenceKit|Inference Kit]]</u>: Enables rapid optimization and assessment of efficient AI runtimes compatible with embedded operating systems.
 •<u>[https://campaign.advantech.online/en/DeviceOn/index.html Orchestration Platform]</u>: Provides efficient management of AI model and application updates across extensive edge deployments, integrating MLOps for streamlined operations, powered by [https://campaign.advantech.online/en/DeviceOn/index.html DeviceOn].
@@ Line 24: / Line 24: @@
 {| border="0" cellpadding="5" cellspacing="0" style="width:100%;"
 |-
-| style="background-color: rgb(54, 100, 177); text-align:center; font-size:larger;" | <font color="#ffffff">'''Edge AI SDK'''</font>
+| style="background-color: rgb(54, 100, 177); text-align:center; font-size:larger;" | [https://genai-studio.gitbook.io/docs <font color="#ffffff">'''GenAI Studio'''</font>]
 |}
@@ Line 45: / Line 33: @@
 |-
 | style="background-color: rgb(54, 100, 177); text-align:center; font-size:larger;" | <font color="#ffffff">'''[[Edge_AI_SDK/InferenceKit|Inference Kit]]'''</font>
 |}
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 {| border="0" cellpadding="5" cellspacing="0" style="width:100%;"
 |-
-| style="background-color: rgb(54, 100, 177); text-align:center; font-size:larger;" | <font color="#ffffff">'''AI Accelerator'''</font>
+| style="background-color: rgb(54, 100, 177); text-align:center; font-size:larger;" | [https://campaign.advantech.online/en/DeviceOn/index.html <font color="#ffffff">'''Orchestration Platform'''</font>]
 |}
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 &nbsp;
-{| border="0" cellpadding="0" cellspacing="5" style="width: 100%;"
+&nbsp;
 |}

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-&nbsp; <span style="font-size:larger;">'''Advantech&nbsp;Edge AI SDK'''&nbsp;offers a consistent development experience for Advantech Edge AI Box (adnd Embedded IPC)</span>. <span style="font-size:larger;">It provides&nbsp;a suitable runtime framework based on platforms like&nbsp;'''Intel x86_64 and&nbsp;NVIDIA Jetson, '''along with AI Accelerators like&nbsp;Intel Arch GPU,&nbsp;Hailo VPU and&nbsp;NVIDIA Card. The SDK&nbsp;also features&nbsp;real-time monitoring, benchmarks,&nbsp; and AI inference examples for hardware.&nbsp;Developers&nbsp;can effortlessly&nbsp;set&nbsp;up an&nbsp;Edge AI environment, allowing&nbsp;them to kickstart their AI applications quickly on&nbsp;Advantech Edge AI platforms&nbsp;with various&nbsp; AI Accelerators.</span>
+'''Advantech’s Edge AI SDK''' offers a comprehensive platform designed for seamless edge AI development. With pre-configured hardware and perfectly tuned software, it provides a plug-and-play experience, enabling cost-effective customization of LLMs, efficient toolkit compatibility, and effortless management of large-scale edge deployments. Simplify your journey to AI innovation with tools that ensure reliability, scalability, and ease of use.
 &nbsp;
-[[File:EdgeAISuite SW Stack.jpg|center|900x600px|Edge AI Suite SW Stack]]
+[[File:Edge AI SDK Overview.png|center|900x600px|Edge AI SDK Overview]]
 &nbsp;
@@ Line 22: / Line 30: @@
 ----
 '''Intel''' '''[[Edge_AI_SDK/AI_Framework/OpenVINO|OpenVINO]]'''<br>
-'''NVIDIA''' '''[[Edge_AI_SDK/AI_Framework/JetsonOrin#JetPack|JetPack]]''', '''[[Edge_AI_SDK/AI_Framework/Nvidia_x86_64#CUDA|CUDA]]''' <br>
+'''Intel''' '''[[Edge_AI_SDK/AI_Framework/OpenVINO|OpenVINO]]'''<br/> '''NVIDIA''' '''[[Edge_AI_SDK/AI_Framework/JetsonOrin#JetPack|JetPack]]''', '''[[Edge_AI_SDK/AI_Framework/Nvidia_x86_64#CUDA|CUDA]]'''<br/> '''Hailo''' '''[[Edge_AI_SDK/AI_Framework/Hailo#Hailo_AI_Suite|Hailo AI Suite]]'''
 '''Hailo''' '''[[Edge_AI_SDK/AI_Framework/Hailo#Hailo_AI_Suite|Hailo AI Suite]]'''
 ----
 '''[[Edge_AI_SDK/DeviceOn|DeviceOn]]'''
 |}
 | style="width:33%; vertical-align: top;padding-left: 15px;" |
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 |-
 | style="vertical-align: top;line-height:20px;" |
-'''Intel'''<br/> '''[[Edge_AI_SDK/AI_System/ARK-3534|ARK-3534]]'''<br/> '''[[Edge_AI_SDK/AI_System/AIR-150|AIR-150]]'''<br/> '''[[Edge_AI_SDK/AI_System/AIR-510|AIR-510]]'''<br/>
+'''Intel'''<br/> '''[[Edge_AI_SDK/AI_System/ARK-3534|ARK-3534]]'''<br/> '''[[Edge_AI_SDK/AI_System/AIR-150|AIR-150]]'''<br/> '''[[Edge_AI_SDK/AI_System/AIR-510|AIR-510]]'''<br/> '''[[Edge_AI_SDK/AI_System/AFE-R360|AFE-R360]]'''
 ----
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 |}
+&nbsp;
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 {| border="0" cellpadding="0" cellspacing="0" style="width:100%;"
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-| style="width: 25%; vertical-align: top;padding-left: 15px;" |
+| style="width: 33%; vertical-align: top;padding-left: 15px;" |
 {| border="0" cellpadding="5" cellspacing="0" style="width:100%;"
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 '''[[Edge_AI_SDK/User_Guide_300|User Guide (3.x.0)]]'''<br/> '''[[Edge_AI_SDK/User_Guide_201|User Guide (2.0.1)]]'''
 ----
 '''[[Edge_AI_SDK/DeviceOn|DeviceOn]]'''
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 |}
-| style="width:25%; vertical-align: top;padding-left: 15px;" |
+| style="width:33%; vertical-align: top;padding-left: 15px;" |
 {| border="0" cellpadding="5" cellspacing="0" style="width:100%;"
 |-
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 |}
-| style="width:25%; vertical-align: top;padding-left: 15px;" |
+| style="width:33%; vertical-align: top;padding-left: 15px;" |
 {| border="0" cellpadding="5" cellspacing="0" style="width:100%;"
 |-