TSMC Hackathon

GCP 帳號

  • aaid-user05 吳俊廷
  • aaid-user06 韓欣劭
  • aaid-user07 吳振榮
  • aaid-user08 盧昱安

GCP 資訊

  • GCP project: tsmccareerhack2025-aaid-grp2
  • 下載題目組提供的資料之 GCS bucket: careerhack2025-aaid-resource-bucket
  • 供存放資料的 GCS bucket: tsmccareerhack2025-aaid-grp2-bucket
  • GCE instance name: gce-instance
  • Workbench notebook name: notebook-instance

經驗分享

  • 玩一玩就能得獎,所以不要太認真
  • 台積電員工可以多參加聯發科的比賽
  • 技術:最小可執行產品

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  • 不用特別講解很底層的技術介紹,可以去說明為何要用這些技術。
  • 「如何創造價值」
  • 聚焦在亮點

Intro

交通

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務必要準時到!
務必要準時到!
務必要準時到!

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  • 每一題有 6 組,共 24 組
  • 要記得帶能佐證身份的證明,以及學生證
  • 要記得帶轉接頭、自備滑鼠和鍵盤
  • 13:45 後不再接受受理
  • 15 分鐘 presentation, 5 分鐘 QA
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  • 可以先自己帶履歷,給當場人員看看,並給您建議。
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  • 一組有 8 台螢幕
  • 我記得之前最多人沒帶齊的東西包含 Type-C HDMI Hub & 筆電充電器,請大家記得攜帶 kaiyi
  • 現場不提供筆電租借

AI 影像視覺任務處理

  • 用 AI 來製作影像視覺任務助理
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  • Agent AI 智能代理
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https://lilianweng.github.io/posts/2023-06-23-agent/

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  • 可能需要去除 noise
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  • 要提供 api 讓主辦方呼叫,來判斷 model 的 robustness
  • agent 要有 code gen 的能力
  • public set: with answer
  • private set: w/o answer

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  • comparason 給 file path
  • measurement 給數值在 csv 中就好

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  • data_manager.py
  • evaluation_local.py
  • evaluate_va.py
  • log 可以留著,只會看最終結果

Guide

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會後, 如還有提問可寄到Careerhack官方信箱(careerhack@tsmc.com),
請加上該題目[統一標題] Example: [AI影像視覺任務助理] xxxx, 進行提問
[name=Cheng-Ting]

信件

> subject: [AI影像視覺任務助理] FALL in TSMC,進行提問 TSMC Hackathon 活動相關問題
> careerhack@tsmc.com
不好意思打擾了,我是這次參加 TSMC Careerhack 的參賽者,FALL in TSMC 。我想詢問一下 vertex ai 和 Gemini 等所有 GCP 帳號內的 API 在使用的時候都會算入這次比賽中的 token 使用量嗎,謝謝您。
還有想請問一下今天 workshop 的投影片及附件會在什麼時候寄送?
還麻煩您了,謝謝您。