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NemoClaw / OpenShell Issues: Jetson Orin Nano Platform

Tracked issues relevant to the Jetson Orin Nano (and related AGX Thor/Orin) platform. All issues are currently OPEN.

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NemoClaw #404 — GPU detection fails + k3s panics on iptables (Orin Nano Specific)

Labels: bug, Platform: AGX Thor/Orin

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13 Pro Tips for Using Claude Code Effectively

Insights from Boris Cherny, Creator of Claude Code

Introduction

Claude Code is designed to be flexible and customizable, allowing each developer to use it in ways that best suit their workflow. While the tool works great out of the box, these practical tips from the creator himself can help you maximize your productivity with Claude Code.

1. Run Multiple Claude Instances in Parallel

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go2rtc

work with go2rtc by API

• in the Dockerfile, go2rtc is integrated in the form of executable instead of package/library

frontend

• It's based on preact. No typescript.
• No widget libs like MUI is used. They implemented their own.

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external tools

• CIS benchmark:
  • check inproper configs of a k8s node
  • kube-bench run --targets=master
• Falco: fields
  • monitor container activities
  • crictl: container id -> pod id -> pod name -> deploy name
  • write to falco_rules.local.yaml
  • memorize the following techniques

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Ext.namespace("SYNO.SS.App.WebPlayer");
Ext.define("SYNO.SS.App.WebPlayer.VideoAnalayitcsResultDisplayer", {
    extend: "Ext.Container",
    SNAPSHOT_WIDTH: 540,
    SNAPSHOT_HEIGHT: 345,
    SNAPSHOT_SMALL_WIDTH: 88,
    SNAPSHOT_SMALL_HEIGHT: 70,
    PPL_HINT_BACKGROUND_STYLE: "rgba(0, 0, 0, 0.5)",
    BORDER_STYLE: "rgba(0, 109, 188, 0.196)",
    LIGHT_BLUE_STYLE: "rgba(0, 255, 255, 1)",

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OPENVINO for Windows on IEI DRPC-240

• 硬體: DRPC-240-TGL-U
• OS: Windows 10
• 底下文中的 C:\Users\B622 代表使用者文件夾, 實際上會因使用者名稱會有不同, 在 PowerShell 中, 可以此變數 $env:USERPROFILE 獲得

OpenVINO 2022.2

• 簡介: OpenVINO是intel開發的高速高性能計算機視覺和深度學習推理應用開發套件, 2022 版本對 Intel 核顯有較好的支援, 可善用核顯作硬體推理裝置.
• 安裝位置: 照官方建議, 以 python virtualenv 方式安裝, 所以實際位置是在 C:\Users\B622\openvino_env\Libs\site-packages\openvino
• 啟動方式:

• 開啟 PowerShell V7, 執行 .\openvino_env\Scripts\activate, 應該會看到命令提示符號如下變化

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金錢與財富有什麼不同？金錢不等於財富，金錢只是我們用來衡量財富的工具。錢是一種社會信用，能夠用來借貸他人時間。假如我把自己的工作做得很好，為社會創造了價值，社會說：「太感謝你了。因為你過去做的工作，未來我們要回報你。這裡是一張小借據，就把它叫做『錢』吧。」財富才是你想要的東西，是在你睡覺時，還能替你賺錢的資產。財富是工廠、是機器人，能製造出產品；財富是晚上仍在運轉，並服務顧客的電腦程式；財富是銀行裡的錢，可以被投資到其他資產或其他事業；甚至房子也是一種財富，因為可以出租，但跟擁有公司的一部分比起來，這種使用土地的效率可能比較低。所以，我對財富的定義是在你睡覺時還能增值、替你賺錢的事業或資產。

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Accuracy Checker for TBH, Yolo v4 (MR1)

• Setup
• Check the accuracy of original Tensorflow model
• Check the accuracy of OpenVino FP32 IR
• Check the accuracy of OpenVino INT8 IR
• Use POT for accuracy aware quantization

Setup

• Install OpenVINO

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# Question source: https://tw.news.yahoo.com/%E5%90%B3%E6%B7%A1%E5%A6%82%E6%9B%AC%E5%A5%B3%E5%85%92%E5%9C%8B-%E6%95%B8%E5%AD%B8%E8%80%83%E9%A1%8C-%E9%99%84%E4%B8%AD%E7%88%B8%E7%9C%8B%E5%AE%8C%E4%B8%8D%E6%83%B3%E8%A7%A3%E7%AD%94-%E5%B0%8F%E5%AD%A9%E9%80%A3%E9%A1%8C%E7%9B%AE%E9%83%BD%E7%9C%8B%E4%B8%8D%E6%87%82-050445949.html

from itertools import product
def validate_rule(mp,fp,mn,fn):
    return (mp+fp)<(mn+fn) and mp>mn and mn>fn and fp>0

def solution():
    for [mp,fp,mn,fn] in product( *[range(0,17)] * 4):
        if (mp+fp+mn+fn)!=16: continue
        #print(f"{mp} {fp} {mn} {fn}")