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~~RL project progress~~ wrote a FAST (88M steps/s) parallelized env in jax from scratch. here's its renderer:

14,149 görüntüleme • 1 yıl önce •via X (Twitter)

7 Yorum

danb profil fotoğrafı
danb1 yıl önce

i used LLMs to write the renderer btw. im learning RL not openGL the core jax env under the hood is what matters. its steps/s == how fast I can train a model on it SoA and jax.jit do the heavy lifting here. future optimizations: replace loops with scans, run on a cloud gpu

kunal profil fotoğrafı
kunal1 yıl önce

very cool who is the agent and whats its learning objective in this sim?

danb profil fotoğrafı
danb1 yıl önce

right now there is no agent, just the parallelizable env and renderer the agent will be a planet whose objective is a bit complex. but essentially its goal is to guarantee survival

attentionmech profil fotoğrafı
attentionmech1 yıl önce

looks so coooool !!

kache profil fotoğrafı
kache1 yıl önce

very cool

_doola profil fotoğrafı
_doola1 yıl önce

88 million steps/s?? holy shit

Keith Tsang profil fotoğrafı
Keith Tsang1 yıl önce

@yacineMTB Impressive work! Building a FAST parallelized env from scratch is no small feat. What's next on your agenda? 🚀 #Innovation

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