Changes between Version 4 and Version 5 of hailoai

Timestamp:

03/20/2024 11:19:53 PM (8 months ago)

Author:

Ryan Erbstoesser

Comment:

add more info

hailoai

@@ -1 @@
-= Hailo AI
+[[PageOutline]]
+= Hailo AI - Edge AI Processors  
+[[Image(hailo_hailo8_m2.jpg)]] 
 
 Hailo is a hardware manufacturer that produces high-performance, low-power AI accelerators and vision processors uniquely designed to accelerate embedded deep learning applications on edge devices.
@@ -11 +13 @@
 
 
-[[Image(hailo_hailo8_m2.jpg,300px)]] 
+
 
 
 = Quick Start Guide
 
-Required Equipment:
+'''Required Equipment:'''
  * Gateworks Venice SBC with latest software (testing was done with Ubuntu Jammy and 6.6.8 kernel)
  * Hailo AI Hailo-8 M.2 module [https://hailo.ai/products/ai-accelerators/hailo-8-m2-ai-acceleration-module/ here]
  * Gateworks GW16148 Mini-PCIe to M.2 M-Key adapter
  * Hailo AI Developer Account (free) [https://hailo.ai/developer-zone/]
+
+'''Steps:'''
 
 1. Download Hailo AI Software for Gateworks SBC
@@ -85 +89 @@
 root@jammy-venice:~# 
 }}} 
-1. 
-Verify Hailo PCIe device is seen with the hailo rt cli software tool:
+1. Verify Hailo PCIe device is seen with the hailo rt cli software tool:
 {{{
 root@jammy-venice:~# hailortcli scan
@@ -100 +103 @@
  * Note HEF files can be downloaded here: 
   * [https://github.com/hailo-ai/hailo_model_zoo/blob/master/docs/PUBLIC_MODELS.rst]
-{{{
-root@jammy-venice:~# hailortcli run my.hef
-}}}
-
-Venice Performance Test:
+
+{{{
+root@jammy-venice:~# wget https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/efficientnet_l.hef
+--2024-03-20 23:18:31--  https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/efficientnet_l.hef
+Resolving hailo-model-zoo.s3.eu-west-2.amazonaws.com (hailo-model-zoo.s3.eu-west-2.amazonaws.com)... 52.95.191.58, 52.95.144.10, 52.95.148.10, ...
+Connecting to hailo-model-zoo.s3.eu-west-2.amazonaws.com (hailo-model-zoo.s3.eu-west-2.amazonaws.com)|52.95.191.58|:443... connected.
+HTTP request sent, awaiting response... 200 OK
+Length: 11815410 (11M) [binary/octet-stream]
+Saving to: ‘efficientnet_l.hef’
+
+efficientnet_l.hef                 100%[==============================================================>]  11.27M  5.68MB/s    in 2.0s    
+
+2024-03-20 23:18:34 (5.68 MB/s) - ‘efficientnet_l.hef’ saved [11815410/11815410]
+}}}
+
+{{{    
+root@jammy-venice:~# hailortcli run efficientnet_l.hef 
+Running streaming inference (efficientnet_l.hef):
+  Transform data: true
+    Type:      auto
+    Quantized: true
+Network efficientnet_l/efficientnet_l: 100% | 774 | FPS: 154.57 | ETA: 00:00:00
+> Inference result:
+ Network group: efficientnet_l
+    Frames count: 774
+    FPS: 154.58
+    Send Rate: 333.89 Mbit/s
+    Recv Rate: 1.25 Mbit/s
+
+root@jammy-venice:~# 
+}}}
+
+Venice Performance Test: (requires Hailo Integration tool, SW package from Hailo SW Developer Zone downloads)
 {{{
 root@jammy-venice:~# hailo-integration-tool -g test.json #generate test.json file which tells which tests to run, edit the file to set tests to true and false, etc