Edge AI SDK/Accelerator/RTX-A5000 - Revision history

Eric.liang at 08:55, 25 December 2024

2024-12-25T08:55:53Z

Eric.liang at 09:30, 16 December 2024

2024-12-16T09:30:49Z

Eric.liang at 11:53, 10 December 2024

2024-12-10T11:53:33Z

Eric.liang at 10:41, 10 December 2024

2024-12-10T10:41:33Z

Eric.liang at 10:38, 10 December 2024

2024-12-10T10:38:39Z

Eric.liang at 10:33, 10 December 2024

2024-12-10T10:33:46Z

Kent.yao at 08:51, 2 July 2024

2024-07-02T08:51:13Z

Kent.yao: edit

2024-07-01T02:58:12Z

edit

Kent.yao at 02:04, 1 July 2024

2024-07-01T02:04:55Z

Kent.yao: Kent.yao moved page Edge AI SDK/Accelerator/RTX-A5000 rc to Edge AI SDK/Accelerator/RTX-A5000

2024-06-21T03:22:31Z

Kent.yao moved page Edge AI SDK/Accelerator/RTX-A5000 rc to Edge AI SDK/Accelerator/RTX-A5000

@@ Line 57: / Line 57: @@
 {| style="border-collapse: separate; border-spacing: 10px; float: right; margin-right: 0"
 |-
 | style="width:20px; height:20px; background-color:#74B71B; border:1px solid black;" | &nbsp;
 | style="text-align: left;" | NVIDIA

@@ Line 36: / Line 36: @@
 | 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 8.6.1.6 </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 8.6.1.6</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 12.2</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 6.4</span>
@@ Line 54: / Line 54: @@
 | colspan="5" style="border:1px solid black; text-align:center; padding:15px;" | <span style="font-size:larger;">Ubuntu 22.04 ( 5.15.0-1027-intel-iotg )</span>
 |}
-<div style="font-size:large; color: rgb(77, 77, 77); line-height: 20px; text-align: center;">AI Software Stack on RTX-A5000 ( v3.0.0 )</div>
+<div style="font-size:large; color: rgb(77, 77, 77); line-height: 20px; text-align: center;">AI Software Stack on RTX-A5000 ( 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:#74B71B; border:1px solid black;" |
+|-
 | 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 90: / Line 90: @@
 |-
 | style="vertical-align: top;line-height:20px;" |
 [https://ess-wiki.advantech.com.tw/view/Edge_AI_SDK/AI_Framework/Nvidia_x86_64#DeepStream DeepStream]

@@ Line 54: / Line 54: @@
 | colspan="5" style="border:1px solid black; text-align:center; padding:15px;" | <span style="font-size:larger;">Ubuntu 22.04 ( 5.15.0-1027-intel-iotg )</span>
 |}
-<div style="font-size:large; color: rgb(77, 77, 77); line-height: 20px; text-align: center;">Software Stack on RTX-A5000 ( v3.0.0 )</div>
+<div style="font-size:large; color: rgb(77, 77, 77); line-height: 20px; text-align: center;">AI Software Stack on RTX-A5000 ( 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 28: / Line 28: @@
 {| 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%;" | <span style="font-size:larger; color:white;">Nvidia-smi</span>
+| colspan="1" style="background-color:#74B71B; border:1px solid gray; text-align:center; padding:10px; width:50%;" | <span style="font-size:larger; color:white;">nvidia-smi</span>
 | colspan="1" style="background-color:#74B71B; border:1px solid gray; text-align:center; padding:10px; width:50%;" | <span style="font-size:larger; color:white;">trtexec ( AI Benchmark )</span>
 |}

@@ Line 28: / Line 28: @@
 {| 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%;" | <span style="font-size:larger; color:white;">tegrastats</span>
+| colspan="1" style="background-color:#74B71B; border:1px solid gray; text-align:center; padding:10px; width:50%;" | <span style="font-size:larger; color:white;">Nvidia-smi</span>
-| colspan="1" style="background-color:#74B71B; border:1px solid gray; text-align:center; padding:10px; width:50%;" | <span style="font-size:larger; color:white;">Jetson_benchmarks</span>
+| colspan="1" style="background-color:#74B71B; border:1px solid gray; text-align:center; padding:10px; width:50%;" | <span style="font-size:larger; color:white;">trtexec ( AI Benchmark )</span>
 |}
@@ Line 37: / Line 37: @@
 {| 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 8.5.2 </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 8.6.1.6 </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 11.4.19</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 12.2</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 6.2</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 6.4</span>
 |}
@@ Line 47: / Line 47: @@
 {| 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%;" | <span style="font-size:larger; color:white;">Intel UHD/HD/Arc GPU</span>
+| colspan="5" style="background-color:#74B71B; border:1px solid gray; text-align:center; padding:10px; width:100%;" | <span style="font-size:larger; color:white;">Nvidia Driver R535.104.12</span>
 |}

@@ Line 5: / Line 5: @@
 |-
 | style="width: 300px; high: 200px; text-align: center;vertical-align: top;" |
-[[File:RTXA5000.png|250x150px|RTXA5000.png]]
+[[File:EAS NV RTX A5000.jpg|500x400px|RTXA5000.png]]
 | style="vertical-align: top;" |
-<span style="font-size:larger;">The NVIDIA RTX A5000 is a high-performance GPU for professional AI, data science, and graphics applications, designed for workstation use<span style="color: rgb(77, 77, 77); line-height: 20px;">.</span></span>
+{| class="wikitable" style="width:100%; margin:auto; border:2px solid #ffffff; border-collapse:separate; border-spacing:10px; text-align:center;"
-*<span style="font-size:larger;">CUDA Cores: 8192</span>
+|-
-*<span style="font-size:larger;">Performance: Up to 27.8 TFLOPS (single precision)</span>
+! style="background-color:#3664B1; color:white; width:150px; text-align:center; border:1px;" | OS / Kernel
-*<span style="font-size:larger;">Power Efficiency: 230W</span>
+| colspan="5" style="border:1px solid black; text-align:center; padding:15px;" | <span style="font-size:larger;">Ubuntu 22.04 ( 5.15.0-1027-intel-iotg )</span>
-*<span style="font-size:larger;">Interface: PCIe Gen 4.0 x16</span>
+|}
-*<span style="font-size:larger;">Frameworks: TensorFlow, PyTorch, ONNX, Keras</span>
+<div style="font-size:large; color: rgb(77, 77, 77); line-height: 20px; text-align: center;">Software Stack on RTX-A5000 ( v3.0.0 )</div>
-*<span style="font-size:larger;">OS: Linux, Windows</span>
+<div style="text-align: right; margin-top: 10px;">
 |}

@@ Line 44: / Line 44: @@
 |-
 | style="vertical-align: top;line-height:20px;" |
-[https://ess-wiki.advantech.com.tw/view/Edge_AI_SDK/AI_Framework/Nvidia_x86_64-rc#DeepStream DeepStream]
+[https://ess-wiki.advantech.com.tw/view/Edge_AI_SDK/AI_Framework/Nvidia_x86_64#DeepStream DeepStream]
-[https://ess-wiki.advantech.com.tw/view/Edge_AI_SDK/AI_Framework/Nvidia_x86_64-rc#TensorRT TensorRT]
+[https://ess-wiki.advantech.com.tw/view/Edge_AI_SDK/AI_Framework/Nvidia_x86_64#TensorRT TensorRT]
-[https://ess-wiki.advantech.com.tw/view/Edge_AI_SDK/AI_Framework/Nvidia_x86_64-rc#Edge_AI_SDK.C2.A0.2F_Application Applications]
+[https://ess-wiki.advantech.com.tw/view/Edge_AI_SDK/AI_Framework/Nvidia_x86_64#Edge_AI_SDK.C2.A0.2F_Application Applications]
 |}
@@ Line 58: / Line 58: @@
 |-
 | style="vertical-align: top;line-height:20px;" |
-[https://ess-wiki.advantech.com.tw/view/Edge_AI_SDK/AI_Framework/Nvidia_x86_64-rc#Benchmark Benchmarks]
+[https://ess-wiki.advantech.com.tw/view/Edge_AI_SDK/AI_Framework/Nvidia_x86_64#Benchmark Benchmarks]
-[https://ess-wiki.advantech.com.tw/view/Edge_AI_SDK/AI_Framework/Nvidia_x86_64-rc#NVIDIA_System_Management_Interface Nvidia-smi]
+[https://ess-wiki.advantech.com.tw/view/Edge_AI_SDK/AI_Framework/Nvidia_x86_64#NVIDIA_System_Management_Interface Nvidia-smi]
 |}

@@ Line 32: / Line 32: @@
 |-
 | style="vertical-align: top;line-height:20px;" |
-[http://ess-wiki.advantech.com.tw/view/Edge_AI_SDK/AI_System/AIR-510_rc AIR-510]
+[http://ess-wiki.advantech.com.tw/view/Edge_AI_SDK/AI_System/AIR-510 AIR-510]
 |}

← Older revision		Revision as of 02:04, 1 July 2024
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← Older revision	Revision as of 03:22, 21 June 2024
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