Edge AI SDK/AI Framework/AMD - Revision history

Lin.hsu at 09:52, 25 September 2025

2025-09-25T09:52:19Z

Lin.hsu at 09:51, 25 September 2025

2025-09-25T09:51:27Z

Lin.hsu at 09:27, 25 September 2025

2025-09-25T09:27:12Z

Lin.hsu at 09:23, 25 September 2025

2025-09-25T09:23:32Z

Lin.hsu at 09:21, 25 September 2025

2025-09-25T09:21:54Z

Lin.hsu at 09:15, 25 September 2025

2025-09-25T09:15:59Z

Lin.hsu at 09:13, 25 September 2025

2025-09-25T09:13:35Z

Lin.hsu at 09:10, 25 September 2025

2025-09-25T09:10:18Z

Eric.liang: /* Application */

2025-09-25T08:47:15Z

‎Application

Eric.liang: /* Application */

2025-09-25T08:46:51Z

‎Application

@@ Line 50: / Line 50: @@
 === <span style="font-size:larger;">Generate AI</span> ===
-== <span style="font-size:smaller;">Delete model</span> ==
+<span style="font-size:larger;">Delete model</span>
 . On Lemonade Model Management - Installed Models, select a model and delete it.

@@ Line 58: / Line 58: @@
 <span style="font-size:larger;">[[File:Image 1757555415360.png|none|900x600px|image_1757555415360.png]]</span>
-More Info refer to&nbsp;[https://ess-wiki.advantech.com.tw/view/Edge_AI_SDK/GenAIChatbot Link]<br/> &nbsp;
+More Info refer GenAI&nbsp;[https://ess-wiki.advantech.com.tw/view/Edge_AI_SDK/GenAIChatbot Link]<br/> &nbsp;
 = Benchmark (Vision AI) =

@@ Line 50: / Line 50: @@
 === <span style="font-size:larger;">Generate AI</span> ===
+== <span style="font-size:smaller;">Delete model</span> ==
 . On Lemonade Model Management - Installed Models, select a model and delete it.
 *Lemonade Model Management&nbsp;: [http://localhost:23953/#model-management http://localhost:23953/#model-management]
 <span style="font-size:larger;">[[File:Image 1757555415360.png|none|900x600px|image_1757555415360.png]]</span>

← Older revision		Revision as of 09:23, 25 September 2025
Line 58:		Line 58:

	<span style="font-size:larger;">[[File:Image 1757555415360.png\|none\|900x600px\|image_1757555415360.png]]</span>		<span style="font-size:larger;">[[File:Image 1757555415360.png\|none\|900x600px\|image_1757555415360.png]]</span>
		+
		+	More Info refer to [https://ess-wiki.advantech.com.tw/view/Edge_AI_SDK/GenAIChatbot Link]<br/>

	= Benchmark (Vision AI) =		= Benchmark (Vision AI) =

@@ Line 49: / Line 49: @@
 [[File:Ryzen8000 npu yolovX.png|800px|Ryzen8000 npu yolovX.png]]
-=== <span style="font-size:larger;"> Generate AI</span> ===
+=== <span style="font-size:larger;">Generate AI</span> ===
 == <span style="font-size:larger;">Delete model</span> ==
-<span style="font-size:larger;"><span style="font-size:larger;">1. On Lemonade Model Management - Installed Models, select a model and delete it.</span></span>
+. On Lemonade Model Management - Installed Models, select a model and delete it.
-*<span style="font-size:larger;"><span style="font-size:larger;">Lemonade Model Management&nbsp;: [http://localhost:23953/#model-management http://localhost:23953/#model-management]</span></span>
+*Lemonade Model Management&nbsp;: [http://localhost:23953/#model-management http://localhost:23953/#model-management]
 <span style="font-size:larger;">[[File:Image 1757555415360.png|none|900x600px|image_1757555415360.png]]</span>

@@ Line 49: / Line 49: @@
 [[File:Ryzen8000 npu yolovX.png|800px|Ryzen8000 npu yolovX.png]]
-=== Lemonade (Generate AI) ===
+= Lemonade (Generate AI) =
-==== <span style="font-size:larger;">Delete model</span> ====
+== <span style="font-size:larger;">Delete model</span> ==
-===== <span style="font-size:larger;"><span style="font-size:larger;">1. On Lemonade Model Management - Installed Models, select a model and delete it.</span></span> =====
+<span style="font-size:larger;"><span style="font-size:larger;">1. On Lemonade Model Management - Installed Models, select a model and delete it.</span></span>
 <span style="font-size:larger;">[[File:Image 1757555415360.png|none|900x600px|image_1757555415360.png]]</span>
@@ Line 72: / Line 70: @@
 [[File:Ryzen8000 sys.png|800px|Ryzen8000 sys.png]]

@@ Line 1: / Line 1: @@
 = RyzenAI SDK =
-AMD Ryzen™ AI software includes the tools and runtime libraries for optimizing and deploying AI inference on AMD Ryzen AI powered PCs1. Ryzen AI software enables applications to run on the neural processing unit (NPU) built
+Ryzen™ AI software enables developers to efficiently port their pre-trained PyTorch or TensorFlow models to run on the integrated GPU (iGPU) or Neural Processing Unit (NPU) available in select Ryzen AI-powered laptops. Applications are deployed using ONNX Runtime, giving the user easy inferencing across the different hardware.
 AMD Ryzen™ AI Software includes the tools and runtime libraries for optimizing and deploying AI inference on AMD Ryzen™ AI powered PCs. Ryzen AI software enables applications to run on the neural processing unit (NPU) built in the AMD XDNA™ architecture, as well as on the integrated GPU. This allows developers to build and deploy models trained in PyTorch or TensorFlow and run them directly on laptops powered by Ryzen AI using ONNX Runtime and the Vitis™ AI Execution Provider (EP).
-Addressing Various AI Workloads
+Addressing Various AI Workloads  -Large Language Models -Image and Video Generation -Recommendation -Computer Vision
 = Application =
@@ Line 58: / Line 49: @@
 [[File:Ryzen8000 npu yolovX.png|800px|Ryzen8000 npu yolovX.png]]
-= Benchmark (Vision AI)=
+= Benchmark (Vision AI) =
 <span style="font-size:larger;">You can refer the [https://github.com/amd/RyzenAI-SW/tree/main/onnx-benchmark link]to test the performance with the benchmark tool</span>
 === <span style="font-size:larger;">mobilenet-ssd V2</span> ===
-[[File:ryzen8000_benchmark.png|400px]]
 = System Monitoring =
-[[File:ryzen8000_sys.png|800px]]
 = Lemonade (Generate AI) =
-== <span style="font-size:larger;"> Delete model ==
+== <span style="font-size:larger;">Delete model</span> ==
 <span style="font-size:larger;">1. On Lemonade Model Management - Installed Models, select a model and delete it.</span>
-* <span style="font-size:larger;">Lemonade Model Management : http://localhost:23953/#model-management</span>
+<span style="font-size:larger;"><span style="font-size:larger;">1. On Lemonade Model Management - Installed Models, select a model and delete it.</span></span>
-−
-[[File:image_1757555415360.png|none|900x600px|image_1757555415360.png]]
+*<span style="font-size:larger;"><span style="font-size:larger;">Lemonade Model Management&nbsp;: [http://localhost:23953/#model-management http://localhost:23953/#model-management]</span></span>

@@ Line 17: / Line 17: @@
 -Recommendation
 -Computer Vision
 = Application =
 === <span style="font-size:larger;">Vision Application</span> ===
@@ Line 36: / Line 38: @@
 |-
 | style="width: 154px;" | Object Detection
-| style="width: 154px;" | yolovX-onnx-int  (NPU)
+| style="width: 154px;" | yolovX-onnx-int (NPU)
 | style="width: 154px;" | 65
 |-
@@ Line 52: / Line 54: @@
 |}
-=== <span style="font-size:small;">To Run NPU (YolovX)</span> ===
+<span style="font-size:small;">To Run NPU (YolovX)</span>
-[[File:ryzen8000_npu_yolovX.png|800px]]
 = Benchmark (Vision AI)=