๐Ÿค– JetHexa + Isaac Lab ํ€ต์Šคํƒ€ํŠธ ๊ฐ€์ด๋“œ

์ด ๊ฐ€์ด๋“œ๋Š” Hiwonder JetHexa ๋กœ๋ด‡์„ ๋กœ์ปฌ PC๊ฐ€ ์•„๋‹Œ RunPod(ํด๋ผ์šฐ๋“œ GPU) ์ƒ์˜ Isaac Lab ํ™˜๊ฒฝ์—์„œ ๊ตฌ๋™ํ•˜๊ธฐ ์œ„ํ•œ ์ ˆ์ฐจ์ž…๋‹ˆ๋‹ค. ๋กœ์ปฌ PC๋Š” ์—”๋น„๋””์•„ ์™ธ์žฅ gpu๊ฐ€ ํ•„์š”ํ•ฉ๋‹ˆ๋‹ค.

1. ์„œ๋ฒ„ ์„ธํŒ… (RunPod)

๋™์•„๋ฆฌ ๊ตฌ๊ธ€ ๊ณ„์ •($200 ํฌ๋ ˆ๋”ง ๋ณด์œ )์œผ๋กœ ๋กœ๊ทธ์ธ ํ›„ ์ง„ํ–‰ํ•˜์„ธ์š”.

  1. Deploy: RunPod Console ์ ‘์† โ†’ Pods ์„ ํƒ.
  2. GPU ์„ ํƒ: RTX 3090 ๋˜๋Š” RTX 4090 (24GB VRAM ํ•„์ˆ˜). โ† ์ปดํ“จํŒ… ํŒŒ์›Œ๊ฐ€ ๊ทธ๋ ‡๊ฒŒ ์ค‘์š”ํ•˜์ง€ ์•Š์Œ์œผ๋กœ L4๋‚˜ A4000๋„ ๊ดœ์ฐฎ์Œ
  3. ํ…œํ”Œ๋ฆฟ ์„ค์ • (์ค‘์š”):
  4. ์ ‘์†: ์ธ์Šคํ„ด์Šค ์ƒ์„ฑ ํ›„ Connect โ†’ Start Web Terminal ๋˜๋Š” ๋กœ์ปฌ ํ„ฐ๋ฏธ๋„์—์„œ ssh ์ ‘์†. runpod ์„ค์ •์—์„œ ๋ณธ์ธ์˜ public key ๋“ฑ๋กํ•  ์ˆ˜ ์žˆ์Œ(๋จผ์ € ๋“ฑ๋กํ•˜๊ณ  ์„œ๋ฒ„ ์ƒ์„ฑํ•˜๊ธฐ)

2. ํ™˜๊ฒฝ ๊ตฌ์ถ• (Isaac Lab ์„ค์น˜)

์„œ๋ฒ„ ํ„ฐ๋ฏธ๋„์—์„œ ๋‹ค์Œ ํŠœํ† ๋ฆฌ์–ผ์„ ๋”ฐ๋ผํ•ด์„œ ์„ค์น˜ํ•ฉ๋‹ˆ๋‹ค.

https://isaac-sim.github.io/IsaacLab/main/source/setup/installation/pip_installation.html

pip ๋Œ€์‹  uv ์‚ฌ์šฉํ•ด์„œ ์ง„ํ–‰

3. ๋กœ๋ด‡ ํŒŒ์ผ ์ค€๋น„ (URDF โ†’ USD)

Isaac Lab์€ ROS์˜ URDF ๋Œ€์‹  USD ํฌ๋งท์„ ์‚ฌ์šฉํ•ฉ๋‹ˆ๋‹ค. ํŒŒ์ผ์€ @Jaeuk Kim

URDF Importer Extension โ€” Isaac Sim Documentation

4. ์‹œ๋ฎฌ๋ ˆ์ด์…˜ ์‹คํ–‰ (Python Script)

issac lab ํŒŒ์ผ๋“ค์—์„œ ์˜ˆ์‹œ ์Šคํฌ๋ฆฝํŠธ๋ฅผ ๋ณด๊ณ  ํ•˜๊ธฐ. ๋จผ์ € ์ด๋ฏธ ๋‚ด์žฅ๋˜์–ด์žˆ๋Š” ๋กœ๋ด‡์œผ๋กœ ํ…Œ์ŠคํŠธ ํ•ด๋„ ๊ดœ์ฐฎ์Œ


๐Ÿ’ฐ ์˜ˆ์‚ฐ ๊ด€๋ฆฌ ์ฃผ์˜์‚ฌํ•ญ (ํ•„๋…)